Run
243810

Run 243810

Task 2120 (Supervised Classification) satimage Uploaded 02-03-2015 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
0.9814
Per class
Cross-validation details (33% Holdout set)
F measure
0.8583
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8297
Cross-validation details (33% Holdout set)
KB relative information score
1755.9035
Cross-validation details (33% Holdout set)
Mean absolute error
0.0606
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.27
Cross-validation details (33% Holdout set)
Number of instances
2121
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8564
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8628
Cross-validation details (33% Holdout set)
Prior entropy
2.4836
Cross-validation details (33% Holdout set)
Recall
0.8628
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2243
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3674
Cross-validation details (33% Holdout set)
Root mean squared error
0.1779
Cross-validation details (33% Holdout set)
Root relative squared error
0.4843
Cross-validation details (33% Holdout set)
SciMark benchmark
923.6051
UserCPU time millis
2940
Cross-validation details (33% Holdout set)
UserCPU time millis testing
30
Cross-validation details (33% Holdout set)
UserCPU time millis training
2910
Cross-validation details (33% Holdout set)