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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 253197  25.433%  (95.536% of non-spam corpus)
# Correctly spam:     611064  61.381%  (83.650% of spam corpus)
# False positives:     11832  1.189%  (4.464% of nonspam, 964274 weighted)
# False negatives:    119434  11.997%  (16.350% of spam, 367843 weighted)
# Average score for spam:  9.9    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              995527  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31600  95.32%
# Correctly spam:      76418  83.89%
# False positives:      1552  4.68%
# False negatives:     14671  16.11%
# TCR(l=50): 0.987190  SpamRecall: 83.894%  SpamPrec: 98.009%

##### 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: 252773  95.38%
# Correctly spam:     477182  65.32%
# False positives:     12256  4.62%
# False negatives:    253316  34.68%
# TCR(l=50): 0.843418  SpamRecall: 65.323%  SpamPrec: 97.496%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31668  95.52%
# Correctly spam:      59446  65.26%
# False positives:      1484  4.48%
# False negatives:     31643  34.74%
# TCR(l=50): 0.860605  SpamRecall: 65.261%  SpamPrec: 97.564%