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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151623  26.579%  (97.194% of non-spam corpus)
# Correctly spam:     212692  37.284%  (51.317% of spam corpus)
# False positives:      4378  0.767%  (2.806% of nonspam, 346796 weighted)
# False negatives:    201777  35.370%  (48.683% of spam, 589343 weighted)
# Average score for spam:  7.2    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              570470  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19038  97.05%
# Correctly spam:      26504  51.32%
# False positives:       579  2.95%
# False negatives:     25143  48.68%
# TCR(l=50): 0.954782  SpamRecall: 51.318%  SpamPrec: 97.862%

##### 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: 151434  97.07%
# Correctly spam:      96181  23.21%
# False positives:      4567  2.93%
# False negatives:    318288  76.79%
# TCR(l=50): 0.758215  SpamRecall: 23.206%  SpamPrec: 95.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19039  97.05%
# Correctly spam:      12164  23.55%
# False positives:       578  2.95%
# False negatives:     39483  76.45%
# TCR(l=50): 0.755261  SpamRecall: 23.552%  SpamPrec: 95.464%