Run
1812098

Run 1812098

Task 10041 (Learning Curve) ada_agnostic Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.8953 ± 0.0149
Per class
F measure
0.8355 ± 0.013
Per class
Kappa
0.547 ± 0.0345
KB relative information score
1847.0203 ± 13.3204
Mean absolute error
0.2136 ± 0.009
Mean prior absolute error
0.3732 ± 0.0004
Number of instances
4562
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8341 ± 0.0141
Per class
Predictive accuracy
0.8409 ± 0.0134
Prior entropy
0.8085
Recall
0.8409 ± 0.0134
Per class
Relative absolute error
0.5723 ± 0.0239
Root mean prior squared error
0.4319 ± 0.0005
Root mean squared error
0.33 ± 0.0109
Root relative squared error
0.7639 ± 0.0251
SciMark benchmark
1243.4666
UserCPU time millis
470
UserCPU time millis testing
10
UserCPU time millis training
460