Run
242540

Run 242540

Task 284 (Supervised Classification) hepatitis Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.KernelLogisticRegression_PolyKernel(3)Weka implementation of KernelLogisticRegression
weka.PolyKernel(8)_E1.0
weka.PolyKernel(8)_C250007
weka.KernelLogisticRegression_PolyKernel(3)_S1
weka.KernelLogisticRegression_PolyKernel(3)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.KernelLogisticRegression_PolyKernel(3)_L0.01
weka.KernelLogisticRegression_PolyKernel(3)_P1
weka.KernelLogisticRegression_PolyKernel(3)_E1

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
0.7338
Per class
Cross-validation details (33% Holdout set)
F measure
0.7743
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3855
Cross-validation details (33% Holdout set)
KB relative information score
17.4791
Cross-validation details (33% Holdout set)
Mean absolute error
0.2212
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3579
Cross-validation details (33% Holdout set)
Number of instances
51
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7708
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7843
Cross-validation details (33% Holdout set)
Prior entropy
0.7418
Cross-validation details (33% Holdout set)
Recall
0.7843
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6179
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4381
Cross-validation details (33% Holdout set)
Root mean squared error
0.4509
Cross-validation details (33% Holdout set)
Root relative squared error
1.0293
Cross-validation details (33% Holdout set)
SciMark benchmark
1419.2433
UserCPU time millis
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
20
Cross-validation details (33% Holdout set)