Run
389428

Run 389428

Task 284 (Supervised Classification) hepatitis Uploaded 06-04-2015 by Joaquin Vanschoren
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Flow

weka.KernelLogisticRegression_RBFKernel(1)Weka implementation of KernelLogisticRegression
weka.KernelLogisticRegression_RBFKernel(1)_S1
weka.KernelLogisticRegression_RBFKernel(1)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.KernelLogisticRegression_RBFKernel(1)_L0.01
weka.KernelLogisticRegression_RBFKernel(1)_P1
weka.KernelLogisticRegression_RBFKernel(1)_E1
weka.RBFKernel(3)_G0.01
weka.RBFKernel(3)_C250007

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
0.7834
Per class
Cross-validation details (33% Holdout set)
F measure
0.8211
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5234
Cross-validation details (33% Holdout set)
KB relative information score
19.4929
Cross-validation details (33% Holdout set)
Mean absolute error
0.2169
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8195
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8235
Cross-validation details (33% Holdout set)
Prior entropy
0.7418
Cross-validation details (33% Holdout set)
Recall
0.8235
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6059
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4381
Cross-validation details (33% Holdout set)
Root mean squared error
0.3836
Cross-validation details (33% Holdout set)
Root relative squared error
0.8756
Cross-validation details (33% Holdout set)
SciMark benchmark
946.6409
UserCPU time millis
240
Cross-validation details (33% Holdout set)
UserCPU time millis training
240
Cross-validation details (33% Holdout set)