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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 259336  38.724%  (95.193% of non-spam corpus)
# Correctly spam:     271914  40.602%  (68.444% of spam corpus)
# False positives:     13096  1.955%  (4.807% of nonspam, 554535 weighted)
# False negatives:    125366  18.719%  (31.556% of spam, 343621 weighted)
# Average score for spam:  8.0    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              669712  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32285  94.82%
# Correctly spam:      34153  68.92%
# False positives:      1764  5.18%
# False negatives:     15405  31.08%
# TCR(l=50): 0.478336  SpamRecall: 68.915%  SpamPrec: 95.089%

##### 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: 259002  95.07%
# Correctly spam:     166998  42.04%
# False positives:     13430  4.93%
# False negatives:    230282  57.96%
# TCR(l=50): 0.440550  SpamRecall: 42.035%  SpamPrec: 92.557%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32285  94.82%
# Correctly spam:      20924  42.22%
# False positives:      1764  5.18%
# False negatives:     28634  57.78%
# TCR(l=50): 0.424174  SpamRecall: 42.221%  SpamPrec: 92.225%