Run
191130

Run 191130

Task 4546 (Supervised Classification) mfeat-factors 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
0.9996
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9946
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9698
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
18977.3344
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0085
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9946
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9947
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9947
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.047
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0652
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2173
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
939.449
UserCPU time millis
61170
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
6420
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
54750
Cross-validation details (10 times 10-fold Crossvalidation)