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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 394209  48.206%  (99.264% of non-spam corpus)
# Correctly spam:     253748  31.030%  (60.327% of spam corpus)
# False positives:      2923  0.357%  (0.736% of nonspam, 106687 weighted)
# False negatives:    166874  20.406%  (39.673% of spam, 275811 weighted)
# Average score for spam:  8.2    nonspam: 0.7
# Average for false-pos:   6.9  false-neg: 1.7
# TOTAL:              817754  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  49156  99.23%
# Correctly spam:      31874  60.82%
# False positives:       382  0.77%
# False negatives:     20534  39.18%
# TCR(l=50): 1.322299  SpamRecall: 60.819%  SpamPrec: 98.816%

##### 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: 388463  97.82%
# Correctly spam:     141299  33.59%
# False positives:      8669  2.18%
# False negatives:    279323  66.41%
# TCR(l=50): 0.590121  SpamRecall: 33.593%  SpamPrec: 94.219%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48489  97.88%
# Correctly spam:      17703  33.78%
# False positives:      1049  2.12%
# False negatives:     34705  66.22%
# TCR(l=50): 0.601319  SpamRecall: 33.779%  SpamPrec: 94.406%
