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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167655  21.343%  (99.261% of non-spam corpus)
# Correctly spam:     582580  74.163%  (94.477% of spam corpus)
# False positives:      1248  0.159%  (0.739% of nonspam, 301655 weighted)
# False negatives:     34054  4.335%  (5.523% of spam,  88804 weighted)
# Average score for spam:  10.1    nonspam: -0.7
# Average for false-pos:   6.6  false-neg: 2.6
# TOTAL:              785537  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21142  99.37%
# Correctly spam:      72791  94.51%
# False positives:       133  0.63%
# False negatives:      4231  5.49%
# TCR(l=50): 7.078577  SpamRecall: 94.507%  SpamPrec: 99.818%

##### 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: 168080  99.51%
# Correctly spam:     274076  44.45%
# False positives:       823  0.49%
# False negatives:    342558  55.55%
# TCR(l=50): 1.607040  SpamRecall: 44.447%  SpamPrec: 99.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21172  99.52%
# Correctly spam:      34204  44.41%
# False positives:       103  0.48%
# False negatives:     42818  55.59%
# TCR(l=50): 1.605695  SpamRecall: 44.408%  SpamPrec: 99.700%