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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171575  21.159%  (97.179% of non-spam corpus)
# Correctly spam:     428406  52.833%  (67.539% of spam corpus)
# False positives:      4980  0.614%  (2.821% of nonspam, 542085 weighted)
# False negatives:    205907  25.393%  (32.461% of spam, 448710 weighted)
# Average score for spam:  5.9    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              810868  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21586  97.22%
# Correctly spam:      53466  67.53%
# False positives:       617  2.78%
# False negatives:     25707  32.47%
# TCR(l=50): 1.399880  SpamRecall: 67.531%  SpamPrec: 98.859%

##### 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: 171688  97.24%
# Correctly spam:     369837  58.31%
# False positives:      4867  2.76%
# False negatives:    264476  41.69%
# TCR(l=50): 1.249075  SpamRecall: 58.305%  SpamPrec: 98.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21627  97.41%
# Correctly spam:      46095  58.22%
# False positives:       576  2.59%
# False negatives:     33078  41.78%
# TCR(l=50): 1.279502  SpamRecall: 58.221%  SpamPrec: 98.766%