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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140833  11.773%  (97.502% of non-spam corpus)
# Correctly spam:     962616  80.473%  (91.524% of spam corpus)
# False positives:      3608  0.302%  (2.498% of nonspam, 813171 weighted)
# False negatives:     89144  7.452%  (8.476% of spam, 244020 weighted)
# Average score for spam:  7.9    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              1196201  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17667  97.53%
# Correctly spam:     120207  91.55%
# False positives:       448  2.47%
# False negatives:     11096  8.45%
# TCR(l=50): 3.919961  SpamRecall: 91.549%  SpamPrec: 99.629%

##### 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: 141090  97.68%
# Correctly spam:     238312  22.66%
# False positives:      3351  2.32%
# False negatives:    813448  77.34%
# TCR(l=50): 1.072133  SpamRecall: 22.658%  SpamPrec: 98.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17714  97.79%
# Correctly spam:      29651  22.58%
# False positives:       401  2.21%
# False negatives:    101652  77.42%
# TCR(l=50): 1.078889  SpamRecall: 22.582%  SpamPrec: 98.666%