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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 359225  37.877%  (99.826% of non-spam corpus)
# Correctly spam:     522976  55.143%  (88.860% of spam corpus)
# False positives:       627  0.066%  (0.174% of nonspam,  84300 weighted)
# False negatives:     65566  6.913%  (11.140% of spam, 117566 weighted)
# Average score for spam:  14.5    nonspam: -1.9
# Average for false-pos:   8.2  false-neg: 1.8
# TOTAL:              948394  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44747  99.81%
# Correctly spam:      65232  88.78%
# False positives:        87  0.19%
# False negatives:      8240  11.22%
# TCR(l=50): 5.835743  SpamRecall: 88.785%  SpamPrec: 99.867%

##### 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: 358017  99.49%
# Correctly spam:     383089  65.09%
# False positives:      1835  0.51%
# False negatives:    205453  34.91%
# TCR(l=50): 1.980269  SpamRecall: 65.091%  SpamPrec: 99.523%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44618  99.52%
# Correctly spam:      48000  65.33%
# False positives:       216  0.48%
# False negatives:     25472  34.67%
# TCR(l=50): 2.025584  SpamRecall: 65.331%  SpamPrec: 99.552%