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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 348495  36.980%  (99.055% of non-spam corpus)
# Correctly spam:     472243  50.112%  (79.965% of spam corpus)
# False positives:      3324  0.353%  (0.945% of nonspam, 156548 weighted)
# False negatives:    118316  12.555%  (20.035% of spam, 264298 weighted)
# Average score for spam:  10.3    nonspam: 0.7
# Average for false-pos:   5.6  false-neg: 2.2
# TOTAL:              942378  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43411  98.98%
# Correctly spam:      59039  80.06%
# False positives:       446  1.02%
# False negatives:     14706  19.94%
# TCR(l=50): 1.992785  SpamRecall: 80.058%  SpamPrec: 99.250%

##### 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: 340289  96.72%
# Correctly spam:     228017  38.61%
# False positives:     11530  3.28%
# False negatives:    362542  61.39%
# TCR(l=50): 0.628895  SpamRecall: 38.610%  SpamPrec: 95.187%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42416  96.71%
# Correctly spam:      28338  38.43%
# False positives:      1441  3.29%
# False negatives:     45407  61.57%
# TCR(l=50): 0.627847  SpamRecall: 38.427%  SpamPrec: 95.161%