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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181150  44.978%  (96.735% of non-spam corpus)
# Correctly spam:      89925  22.327%  (41.730% of spam corpus)
# False positives:      6114  1.518%  (3.265% of nonspam, 210667 weighted)
# False negatives:    125567  31.177%  (58.270% of spam, 323739 weighted)
# Average score for spam:  7.0    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              402756  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22731  96.73%
# Correctly spam:      11415  42.29%
# False positives:       769  3.27%
# False negatives:     15576  57.71%
# TCR(l=50): 0.499593  SpamRecall: 42.292%  SpamPrec: 93.688%

##### 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: 181428  96.88%
# Correctly spam:      37647  17.47%
# False positives:      5836  3.12%
# False negatives:    177845  82.53%
# TCR(l=50): 0.458840  SpamRecall: 17.470%  SpamPrec: 86.579%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22791  96.98%
# Correctly spam:       4805  17.80%
# False positives:       709  3.02%
# False negatives:     22186  82.20%
# TCR(l=50): 0.468301  SpamRecall: 17.802%  SpamPrec: 87.142%