Run
191008

Run 191008

Task 4518 (Supervised Classification) arsenic-female-lung Uploaded 26-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9019
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9861
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7681
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
793.7092
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.024
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0672
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5590
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
0.9876
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9875
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.222
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9875
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3564
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1812
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1116
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6157
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1386.5717
UserCPU time millis
2250
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2150
Cross-validation details (10 times 10-fold Crossvalidation)