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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254552  34.263%  (99.378% of non-spam corpus)
# Correctly spam:     443580  59.707%  (91.124% of spam corpus)
# False positives:      1594  0.215%  (0.622% of nonspam, 261141 weighted)
# False negatives:     43206  5.816%  (8.876% of spam,  99059 weighted)
# Average score for spam:  15.1    nonspam: -2.3
# Average for false-pos:   8.6  false-neg: 2.3
# TOTAL:              742932  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31798  99.41%
# Correctly spam:      55379  91.15%
# False positives:       190  0.59%
# False negatives:      5377  8.85%
# TCR(l=50): 4.083888  SpamRecall: 91.150%  SpamPrec: 99.658%

##### 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: 254326  99.29%
# Correctly spam:     333866  68.59%
# False positives:      1820  0.71%
# False negatives:    152920  31.41%
# TCR(l=50): 1.995679  SpamRecall: 68.586%  SpamPrec: 99.458%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31770  99.32%
# Correctly spam:      41849  68.88%
# False positives:       218  0.68%
# False negatives:     18907  31.12%
# TCR(l=50): 2.038313  SpamRecall: 68.880%  SpamPrec: 99.482%