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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150637  19.606%  (96.005% of non-spam corpus)
# Correctly spam:     301184  39.200%  (49.260% of spam corpus)
# False positives:      6269  0.816%  (3.995% of nonspam, 766280 weighted)
# False negatives:    310239  40.378%  (50.740% of spam, 391600 weighted)
# Average score for spam:  9.7    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 1.3
# TOTAL:              768329  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18910  95.82%
# Correctly spam:      37695  49.35%
# False positives:       824  4.18%
# False negatives:     38695  50.65%
# TCR(l=50): 0.956130  SpamRecall: 49.345%  SpamPrec: 97.861%

##### 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: 151350  96.46%
# Correctly spam:     119122  19.48%
# False positives:      5556  3.54%
# False negatives:    492301  80.52%
# TCR(l=50): 0.793952  SpamRecall: 19.483%  SpamPrec: 95.544%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19026  96.41%
# Correctly spam:      14891  19.49%
# False positives:       708  3.59%
# False negatives:     61499  80.51%
# TCR(l=50): 0.788347  SpamRecall: 19.493%  SpamPrec: 95.461%