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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 327444  45.239%  (99.196% of non-spam corpus)
# Correctly spam:     195934  27.070%  (49.766% of spam corpus)
# False positives:      2655  0.367%  (0.804% of nonspam,  95465 weighted)
# False negatives:    197777  27.324%  (50.234% of spam, 474142 weighted)
# Average score for spam:  5.5    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              723810  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40739  99.00%
# Correctly spam:      24603  50.08%
# False positives:       412  1.00%
# False negatives:     24525  49.92%
# TCR(l=50): 1.088709  SpamRecall: 50.079%  SpamPrec: 98.353%

##### 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: 322726  97.77%
# Correctly spam:     117201  29.77%
# False positives:      7373  2.23%
# False negatives:    276510  70.23%
# TCR(l=50): 0.610253  SpamRecall: 29.768%  SpamPrec: 94.081%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40217  97.73%
# Correctly spam:      14517  29.55%
# False positives:       934  2.27%
# False negatives:     34611  70.45%
# TCR(l=50): 0.604199  SpamRecall: 29.549%  SpamPrec: 93.955%
