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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 359226  37.861%  (99.826% of non-spam corpus)
# Correctly spam:     523333  55.157%  (88.859% of spam corpus)
# False positives:       627  0.066%  (0.174% of nonspam,  84316 weighted)
# False negatives:     65614  6.915%  (11.141% of spam, 117293 weighted)
# Average score for spam:  14.6    nonspam: -1.9
# Average for false-pos:   8.2  false-neg: 1.8
# TOTAL:              948800  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44740  99.79%
# Correctly spam:      65390  88.92%
# False positives:        94  0.21%
# False negatives:      8149  11.08%
# TCR(l=50): 5.723325  SpamRecall: 88.919%  SpamPrec: 99.856%

##### 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: 358019  99.49%
# Correctly spam:     383474  65.11%
# False positives:      1834  0.51%
# False negatives:    205473  34.89%
# TCR(l=50): 1.981832  SpamRecall: 65.112%  SpamPrec: 99.524%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44617  99.52%
# Correctly spam:      47997  65.27%
# False positives:       217  0.48%
# False negatives:     25542  34.73%
# TCR(l=50): 2.020746  SpamRecall: 65.267%  SpamPrec: 99.550%