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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143071  27.490%  (98.250% of non-spam corpus)
# Correctly spam:     185074  35.561%  (49.376% of spam corpus)
# False positives:      2549  0.490%  (1.750% of nonspam, 195824 weighted)
# False negatives:    189753  36.460%  (50.624% of spam, 668212 weighted)
# Average score for spam:  6.2    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 3.5
# TOTAL:              520447  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17943  98.26%
# Correctly spam:      23128  49.51%
# False positives:       317  1.74%
# False negatives:     23582  50.49%
# TCR(l=50): 1.184571  SpamRecall: 49.514%  SpamPrec: 98.648%

##### 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: 142531  97.88%
# Correctly spam:     136652  36.46%
# False positives:      3089  2.12%
# False negatives:    238175  63.54%
# TCR(l=50): 0.954669  SpamRecall: 36.457%  SpamPrec: 97.789%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17899  98.02%
# Correctly spam:      17114  36.64%
# False positives:       361  1.98%
# False negatives:     29596  63.36%
# TCR(l=50): 0.980355  SpamRecall: 36.639%  SpamPrec: 97.934%