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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 262315  40.292%  (96.265% of non-spam corpus)
# Correctly spam:     261819  40.216%  (69.164% of spam corpus)
# False positives:     10179  1.563%  (3.735% of nonspam, 417073 weighted)
# False negatives:    116727  17.929%  (30.836% of spam, 233547 weighted)
# Average score for spam:  6.6    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              651040  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32737  96.12%
# Correctly spam:      32778  69.46%
# False positives:      1321  3.88%
# False negatives:     14414  30.54%
# TCR(l=50): 0.586498  SpamRecall: 69.457%  SpamPrec: 96.126%

##### 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: 262269  96.25%
# Correctly spam:      62515  16.51%
# False positives:     10225  3.75%
# False negatives:    316031  83.49%
# TCR(l=50): 0.457579  SpamRecall: 16.515%  SpamPrec: 85.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32805  96.32%
# Correctly spam:       7780  16.49%
# False positives:      1253  3.68%
# False negatives:     39412  83.51%
# TCR(l=50): 0.462386  SpamRecall: 16.486%  SpamPrec: 86.129%