Run
1812141

Run 1812141

Task 125875 (Learning Curve) autoUniv-au7-500 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
0.6157 ± 0.0617
Per class
F measure
0.3344 ± 0.0523
Per class
Kappa
0.1194 ± 0.078
KB relative information score
63.2445 ± 1.462
Mean absolute error
0.2845 ± 0.0083
Mean prior absolute error
0.2996 ± 0.001
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.3447 ± 0.0798
Per class
Predictive accuracy
0.392 ± 0.0583
Prior entropy
2.1516
Recall
0.392 ± 0.0583
Per class
Relative absolute error
0.9495 ± 0.029
Root mean prior squared error
0.3869 ± 0.0012
Root mean squared error
0.3852 ± 0.0103
Root relative squared error
0.9956 ± 0.0283
SciMark benchmark
1330.9029
UserCPU time millis
80
UserCPU time millis training
80