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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185003  44.051%  (96.770% of non-spam corpus)
# Correctly spam:      95864  22.826%  (41.900% of spam corpus)
# False positives:      6176  1.471%  (3.230% of nonspam, 222117 weighted)
# False negatives:    132929  31.652%  (58.100% of spam, 337574 weighted)
# Average score for spam:  6.1    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              419972  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23124  96.43%
# Correctly spam:      12137  42.33%
# False positives:       856  3.57%
# False negatives:     16533  57.67%
# TCR(l=50): 0.483205  SpamRecall: 42.333%  SpamPrec: 93.412%

##### 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: 185289  96.92%
# Correctly spam:      38403  16.79%
# False positives:      5890  3.08%
# False negatives:    190390  83.21%
# TCR(l=50): 0.471845  SpamRecall: 16.785%  SpamPrec: 86.702%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23220  96.83%
# Correctly spam:       4828  16.84%
# False positives:       760  3.17%
# False negatives:     23842  83.16%
# TCR(l=50): 0.463601  SpamRecall: 16.840%  SpamPrec: 86.399%