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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 785095  51.372%  (98.732% of non-spam corpus)
# Correctly spam:     645862  42.261%  (88.101% of spam corpus)
# False positives:     10080  0.660%  (1.268% of nonspam, 736980 weighted)
# False negatives:     87231  5.708%  (11.899% of spam, 178612 weighted)
# Average score for spam:  16.8    nonspam: -2.5
# Average for false-pos:   7.9  false-neg: 2.0
# TOTAL:              1528268  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97830  98.75%
# Correctly spam:      80547  88.12%
# False positives:      1236  1.25%
# False negatives:     10864  11.88%
# TCR(l=50): 1.257996  SpamRecall: 88.115%  SpamPrec: 98.489%

##### 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: 792199  99.63%
# Correctly spam:     441291  60.20%
# False positives:      2976  0.37%
# False negatives:    291802  39.80%
# TCR(l=50): 1.663844  SpamRecall: 60.196%  SpamPrec: 99.330%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  98697  99.63%
# Correctly spam:      54903  60.06%
# False positives:       369  0.37%
# False negatives:     36508  39.94%
# TCR(l=50): 1.663288  SpamRecall: 60.062%  SpamPrec: 99.332%