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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247196  50.040%  (99.504% of non-spam corpus)
# Correctly spam:     199981  40.482%  (81.435% of spam corpus)
# False positives:      1232  0.249%  (0.496% of nonspam,  90685 weighted)
# False negatives:     45589  9.229%  (18.565% of spam,  90695 weighted)
# Average score for spam:  15.9    nonspam: -0.6
# Average for false-pos:   7.4  false-neg: 2.0
# TOTAL:              493998  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30820  99.47%
# Correctly spam:      24918  81.27%
# False positives:       164  0.53%
# False negatives:      5743  18.73%
# TCR(l=50): 2.199025  SpamRecall: 81.269%  SpamPrec: 99.346%

##### 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: 247312  99.55%
# Correctly spam:     148922  60.64%
# False positives:      1116  0.45%
# False negatives:     96648  39.36%
# TCR(l=50): 1.610844  SpamRecall: 60.643%  SpamPrec: 99.256%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30850  99.57%
# Correctly spam:      18609  60.69%
# False positives:       134  0.43%
# False negatives:     12052  39.31%
# TCR(l=50): 1.635079  SpamRecall: 60.693%  SpamPrec: 99.285%