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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152984  39.813%  (99.457% of non-spam corpus)
# Correctly spam:     161658  42.070%  (70.153% of spam corpus)
# False positives:       836  0.218%  (0.543% of nonspam,  86342 weighted)
# False negatives:     68777  17.899%  (29.847% of spam, 180885 weighted)
# Average score for spam:  8.0    nonspam: -0.6
# Average for false-pos:   6.9  false-neg: 2.6
# TOTAL:              384255  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19252  99.51%
# Correctly spam:      20311  70.39%
# False positives:        95  0.49%
# False negatives:      8544  29.61%
# TCR(l=50): 2.170528  SpamRecall: 70.390%  SpamPrec: 99.534%

##### 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: 153229  99.62%
# Correctly spam:      53910  23.39%
# False positives:       591  0.38%
# False negatives:    176525  76.61%
# TCR(l=50): 1.118209  SpamRecall: 23.395%  SpamPrec: 98.916%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19289  99.70%
# Correctly spam:       6700  23.22%
# False positives:        58  0.30%
# False negatives:     22155  76.78%
# TCR(l=50): 1.151666  SpamRecall: 23.220%  SpamPrec: 99.142%