Run
443357

Run 443357

Task 267 (Supervised Classification) diabetes Uploaded 16-05-2015 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
0.8375
Per class
Cross-validation details (33% Holdout set)
F measure
0.7567
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4704
Cross-validation details (33% Holdout set)
KB relative information score
89.5775
Cross-validation details (33% Holdout set)
Mean absolute error
0.3032
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4589
Cross-validation details (33% Holdout set)
Number of instances
253
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.7557
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7589
Cross-validation details (33% Holdout set)
Prior entropy
0.9335
Cross-validation details (33% Holdout set)
Recall
0.7589
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6607
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4813
Cross-validation details (33% Holdout set)
Root mean squared error
0.3977
Cross-validation details (33% Holdout set)
Root relative squared error
0.8264
Cross-validation details (33% Holdout set)
SciMark benchmark
730.6551
UserCPU time millis
6260
Cross-validation details (33% Holdout set)
UserCPU time millis testing
80
Cross-validation details (33% Holdout set)
UserCPU time millis training
6180
Cross-validation details (33% Holdout set)