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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 245926  24.861%  (97.938% of non-spam corpus)
# Correctly spam:     359744  36.367%  (48.740% of spam corpus)
# False positives:      5178  0.523%  (2.062% of nonspam, 445229 weighted)
# False negatives:    378344  38.248%  (51.260% of spam, 848895 weighted)
# Average score for spam:  5.2    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              989192  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30686  97.91%
# Correctly spam:      45052  48.95%
# False positives:       654  2.09%
# False negatives:     46989  51.05%
# TCR(l=50): 1.155003  SpamRecall: 48.948%  SpamPrec: 98.569%

##### 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: 246352  98.11%
# Correctly spam:     290423  39.35%
# False positives:      4752  1.89%
# False negatives:    447665  60.65%
# TCR(l=50): 1.077084  SpamRecall: 39.348%  SpamPrec: 98.390%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30780  98.21%
# Correctly spam:      36116  39.24%
# False positives:       560  1.79%
# False negatives:     55925  60.76%
# TCR(l=50): 1.096705  SpamRecall: 39.239%  SpamPrec: 98.473%