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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 314563  47.556%  (94.102% of non-spam corpus)
# Correctly spam:     249082  37.656%  (76.129% of spam corpus)
# False positives:     19715  2.981%  (5.898% of nonspam, 1681831 weighted)
# False negatives:     78104  11.808%  (23.871% of spam, 197942 weighted)
# Average score for spam:  9.8    nonspam: 0.1
# Average for false-pos:   8.7  false-neg: 2.5
# TOTAL:              661464  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39138  93.97%
# Correctly spam:      31110  76.27%
# False positives:      2513  6.03%
# False negatives:      9681  23.73%
# TCR(l=50): 0.301417  SpamRecall: 76.267%  SpamPrec: 92.526%

##### 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: 329016  98.43%
# Correctly spam:      99763  30.49%
# False positives:      5262  1.57%
# False negatives:    227423  69.51%
# TCR(l=50): 0.667015  SpamRecall: 30.491%  SpamPrec: 94.990%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40998  98.43%
# Correctly spam:      12432  30.48%
# False positives:       653  1.57%
# False negatives:     28359  69.52%
# TCR(l=50): 0.668606  SpamRecall: 30.477%  SpamPrec: 95.010%