Run
342849

Run 342849

Task 1816 (Supervised Classification) heart-statlog Uploaded 27-03-2015 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
0.886
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8232
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.6413
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
728.6672
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2378
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1350
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8234
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8237
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8237
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4816
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.3657
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7359
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1336.5541
UserCPU time millis
490
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
480
Cross-validation details (5 times 2-fold Crossvalidation)