Run
300478

Run 300478

Task 99 (Learning Curve) glass Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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
0.8072 ± 0.065
Per class
F measure
0.6178 ± 0.0883
Per class
Kappa
0.4861 ± 0.1414
KB relative information score
0.5231 ± 0.0969
Mean absolute error
0.1232 ± 0.0194
Mean prior absolute error
0.2116 ± 0.0025
Number of instances
2140
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6119 ± 0.0925
Per class
Predictive accuracy
0.6262 ± 0.1037
Prior entropy
2.1835 ± 0.0748
Recall
0.6262 ± 0.1037
Per class
Relative absolute error
0.5825 ± 0.0906
Root mean prior squared error
0.3244 ± 0.0039
Root mean squared error
0.2783 ± 0.0348
Root relative squared error
0.8577 ± 0.1055
SciMark benchmark
1333.3176
UserCPU time millis
160
UserCPU time millis training
160