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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 472937  39.434%  (99.706% of non-spam corpus)
# Correctly spam:     650742  54.260%  (89.760% of spam corpus)
# False positives:      1396  0.116%  (0.294% of nonspam, 187463 weighted)
# False negatives:     74239  6.190%  (10.240% of spam, 145038 weighted)
# Average score for spam:  15.9    nonspam: -2.1
# Average for false-pos:   8.8  false-neg: 2.0
# TOTAL:              1199314  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59019  99.72%
# Correctly spam:      81175  89.82%
# False positives:       163  0.28%
# False negatives:      9201  10.18%
# TCR(l=50): 5.208691  SpamRecall: 89.819%  SpamPrec: 99.800%

##### 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: 472515  99.62%
# Correctly spam:     532696  73.48%
# False positives:      1818  0.38%
# False negatives:    192285  26.52%
# TCR(l=50): 2.560097  SpamRecall: 73.477%  SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  58942  99.59%
# Correctly spam:      66439  73.51%
# False positives:       240  0.41%
# False negatives:     23937  26.49%
# TCR(l=50): 2.514845  SpamRecall: 73.514%  SpamPrec: 99.640%