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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 242524  18.435%  (96.292% of non-spam corpus)
# Correctly spam:     794939  60.425%  (74.733% of spam corpus)
# False positives:      9340  0.710%  (3.708% of nonspam, 1157509 weighted)
# False negatives:    268769  20.430%  (25.267% of spam, 913738 weighted)
# Average score for spam:  8.3    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 3.4
# TOTAL:              1315572  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30326  96.45%
# Correctly spam:      99225  74.72%
# False positives:      1116  3.55%
# False negatives:     33563  25.28%
# TCR(l=50): 1.485939  SpamRecall: 74.724%  SpamPrec: 98.888%

##### 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: 242312  96.21%
# Correctly spam:     265801  24.99%
# False positives:      9552  3.79%
# False negatives:    797907  75.01%
# TCR(l=50): 0.833949  SpamRecall: 24.988%  SpamPrec: 96.531%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30318  96.43%
# Correctly spam:      32957  24.82%
# False positives:      1124  3.57%
# False negatives:     99831  75.18%
# TCR(l=50): 0.851036  SpamRecall: 24.819%  SpamPrec: 96.702%