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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 252821  33.976%  (99.114% of non-spam corpus)
# Correctly spam:     351883  47.289%  (71.956% of spam corpus)
# False positives:      2260  0.304%  (0.886% of nonspam, 135271 weighted)
# False negatives:    137144  18.431%  (28.044% of spam, 331783 weighted)
# Average score for spam:  7.1    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              744108  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31568  99.06%
# Correctly spam:      44472  72.85%
# False positives:       299  0.94%
# False negatives:     16575  27.15%
# TCR(l=50): 1.936463  SpamRecall: 72.849%  SpamPrec: 99.332%

##### 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: 247493  97.03%
# Correctly spam:     205192  41.96%
# False positives:      7588  2.97%
# False negatives:    283835  58.04%
# TCR(l=50): 0.737336  SpamRecall: 41.959%  SpamPrec: 96.434%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30874  96.88%
# Correctly spam:      25586  41.91%
# False positives:       993  3.12%
# False negatives:     35461  58.09%
# TCR(l=50): 0.717263  SpamRecall: 41.912%  SpamPrec: 96.264%