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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173877  55.530%  (99.503% of non-spam corpus)
# Correctly spam:      98459  31.444%  (71.152% of spam corpus)
# False positives:       868  0.277%  (0.497% of nonspam,  44278 weighted)
# False negatives:     39920  12.749%  (28.848% of spam,  84197 weighted)
# Average score for spam:  9.7    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              313124  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21836  99.49%
# Correctly spam:      12363  71.28%
# False positives:       113  0.51%
# False negatives:      4982  28.72%
# TCR(l=50): 1.631396  SpamRecall: 71.277%  SpamPrec: 99.094%

##### 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: 174360  99.78%
# Correctly spam:      52153  37.69%
# False positives:       385  0.22%
# False negatives:     86226  62.31%
# TCR(l=50): 1.311948  SpamRecall: 37.689%  SpamPrec: 99.267%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21905  99.80%
# Correctly spam:       6554  37.79%
# False positives:        44  0.20%
# False negatives:     10791  62.21%
# TCR(l=50): 1.335155  SpamRecall: 37.786%  SpamPrec: 99.333%