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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168352  11.776%  (99.261% of non-spam corpus)
# Correctly spam:     1214728  84.966%  (96.403% of spam corpus)
# False positives:      1253  0.088%  (0.739% of nonspam, 618270 weighted)
# False negatives:     45324  3.170%  (3.597% of spam, 133591 weighted)
# Average score for spam:  12.3    nonspam: -0.7
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              1429657  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21226  99.35%
# Correctly spam:     151727  96.37%
# False positives:       138  0.65%
# False negatives:      5713  3.63%
# TCR(l=50): 12.482359  SpamRecall: 96.371%  SpamPrec: 99.909%

##### 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: 168769  99.51%
# Correctly spam:     696417  55.27%
# False positives:       836  0.49%
# False negatives:    563635  44.73%
# TCR(l=50): 2.081234  SpamRecall: 55.269%  SpamPrec: 99.880%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21271  99.56%
# Correctly spam:      87042  55.29%
# False positives:        93  0.44%
# False negatives:     70398  44.71%
# TCR(l=50): 2.097857  SpamRecall: 55.286%  SpamPrec: 99.893%