Run
1770

Run 1770

Task 97 (Learning Curve) ecoli Uploaded 23-04-2014 by Jan van Rijn
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Flow

weka.Logistic(1)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9504 ± 0.032
Per class
Kappa
0.8005 ± 0.0782
KB relative information score
0.7694 ± 0.0756
Mean absolute error
0.0488 ± 0.0112
Mean prior absolute error
0.1828 ± 0.0012
Number of instances
3360
Per class
OS information
[ Sun Microsystems Inc., 1.6.0_30, amd64, Linux, 2.6.32-431.1.2.el6.x86_64 ]
Predictive accuracy
0.8554 ± 0.0572
Prior entropy
2.1906 ± 0.0868
Recall
0.8554 ± 0.0572
Per class
Relative absolute error
0.2672 ± 0.0602
Root mean prior squared error
0.3016 ± 0.0021
Root mean squared error
0.1681 ± 0.0321
Root relative squared error
0.5574 ± 0.1047
SciMark benchmark
805.0149