Run
191100

Run 191100

Task 4620 (Supervised Classification) kc3 Uploaded 26-02-2015 by Jan van Rijn
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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
0.7962
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8841
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2284
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-264.0267
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1343
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4580
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8769
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.902
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.902
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7829
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2775
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9513
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1363.434
UserCPU time millis
3210
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
3150
Cross-validation details (10 times 10-fold Crossvalidation)