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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 368813  25.004%  (98.511% of non-spam corpus)
# Correctly spam:     909101  61.634%  (82.599% of spam corpus)
# False positives:      5575  0.378%  (1.489% of nonspam, 1512554 weighted)
# False negatives:    191513  12.984%  (17.401% of spam, 548175 weighted)
# Average score for spam:  8.7    nonspam: -2.1
# Average for false-pos:   9.2  false-neg: 2.9
# TOTAL:              1475002  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45962  98.55%
# Correctly spam:     113308  82.49%
# False positives:       677  1.45%
# False negatives:     24054  17.51%
# TCR(l=50): 2.372237  SpamRecall: 82.489%  SpamPrec: 99.406%

##### 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: 370015  98.83%
# Correctly spam:     716652  65.11%
# False positives:      4373  1.17%
# False negatives:    383962  34.89%
# TCR(l=50): 1.826406  SpamRecall: 65.114%  SpamPrec: 99.394%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46086  98.81%
# Correctly spam:      89244  64.97%
# False positives:       553  1.19%
# False negatives:     48118  35.03%
# TCR(l=50): 1.812929  SpamRecall: 64.970%  SpamPrec: 99.384%