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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151844  21.082%  (93.921% of non-spam corpus)
# Correctly spam:     368426  51.152%  (65.957% of spam corpus)
# False positives:      9828  1.365%  (6.079% of nonspam, 1042726 weighted)
# False negatives:    190161  26.402%  (34.043% of spam, 459520 weighted)
# Average score for spam:  6.7    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              720259  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19151  93.96%
# Correctly spam:      45909  65.78%
# False positives:      1231  6.04%
# False negatives:     23879  34.22%
# TCR(l=50): 0.816912  SpamRecall: 65.784%  SpamPrec: 97.389%

##### 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: 153124  94.71%
# Correctly spam:      76101  13.62%
# False positives:      8548  5.29%
# False negatives:    482486  86.38%
# TCR(l=50): 0.613909  SpamRecall: 13.624%  SpamPrec: 89.902%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19347  94.92%
# Correctly spam:       9487  13.59%
# False positives:      1035  5.08%
# False negatives:     60301  86.41%
# TCR(l=50): 0.622824  SpamRecall: 13.594%  SpamPrec: 90.163%