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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177189  54.753%  (99.218% of non-spam corpus)
# Correctly spam:      89877  27.773%  (61.972% of spam corpus)
# False positives:      1397  0.432%  (0.782% of nonspam,  72350 weighted)
# False negatives:     55152  17.042%  (38.028% of spam, 150703 weighted)
# Average score for spam:  8.0    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              323615  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22248  99.17%
# Correctly spam:      11230  61.74%
# False positives:       187  0.83%
# False negatives:      6958  38.26%
# TCR(l=50): 1.115281  SpamRecall: 61.744%  SpamPrec: 98.362%

##### 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: 177695  99.50%
# Correctly spam:      70971  48.94%
# False positives:       891  0.50%
# False negatives:     74058  51.06%
# TCR(l=50): 1.222759  SpamRecall: 48.936%  SpamPrec: 98.760%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22313  99.46%
# Correctly spam:       8811  48.44%
# False positives:       122  0.54%
# False negatives:      9377  51.56%
# TCR(l=50): 1.175163  SpamRecall: 48.444%  SpamPrec: 98.634%