Run
450767

Run 450767

Task 4549 (Supervised Classification) kdd_internet_usage Uploaded 19-05-2015 by Joaquin Vanschoren
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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
0.904
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7983
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.457
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
44481.971
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2164
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3929
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
101080
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
0.8276
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8221
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8395
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8221
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5509
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4432
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3516
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7933
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
904.5548
UserCPU time millis
1871950
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
357560
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1514390
Cross-validation details (10 times 10-fold Crossvalidation)