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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164860  15.038%  (98.963% of non-spam corpus)
# Correctly spam:     372221  33.954%  (40.038% of spam corpus)
# False positives:      1727  0.158%  (1.037% of nonspam, 553149 weighted)
# False negatives:    557449  50.850%  (59.962% of spam, 1490071 weighted)
# Average score for spam:  5.3    nonspam: 0.5
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1096257  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20735  98.82%
# Correctly spam:      46515  40.09%
# False positives:       248  1.18%
# False negatives:     69518  59.91%
# TCR(l=50): 1.416453  SpamRecall: 40.088%  SpamPrec: 99.470%

##### 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: 166285  99.82%
# Correctly spam:      55472  5.97%
# False positives:       302  0.18%
# False negatives:    874198  94.03%
# TCR(l=50): 1.045398  SpamRecall: 5.967%  SpamPrec: 99.459%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20941  99.80%
# Correctly spam:       6899  5.95%
# False positives:        42  0.20%
# False negatives:    109134  94.05%
# TCR(l=50): 1.043143  SpamRecall: 5.946%  SpamPrec: 99.395%