##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172454  32.931%  (98.001% of non-spam corpus)
# Correctly spam:     286470  54.703%  (82.386% of spam corpus)
# False positives:      3517  0.672%  (1.999% of nonspam, 597928 weighted)
# False negatives:     61245  11.695%  (17.614% of spam, 153840 weighted)
# Average score for spam:  10.8    nonspam: -0.8
# Average for false-pos:   8.6  false-neg: 2.5
# TOTAL:              523686  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21659  97.91%
# Correctly spam:      35835  82.65%
# False positives:       463  2.09%
# False negatives:      7522  17.35%
# TCR(l=50): 1.413569  SpamRecall: 82.651%  SpamPrec: 98.724%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172150  97.83%
# Correctly spam:     141595  40.72%
# False positives:      3821  2.17%
# False negatives:    206120  59.28%
# TCR(l=50): 0.875482  SpamRecall: 40.722%  SpamPrec: 97.372%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21634  97.79%
# Correctly spam:      17680  40.78%
# False positives:       488  2.21%
# False negatives:     25677  59.22%
# TCR(l=50): 0.865807  SpamRecall: 40.778%  SpamPrec: 97.314%
