Run
396267

Run 396267

Task 4595 (Supervised Classification) ada_prior Uploaded 10-04-2015 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
0.8785
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8275
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5253
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
18704.5928
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2072
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
45620
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
0.8258
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8331
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8331
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5553
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7974
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
949.7766
UserCPU time millis
355000
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
15440
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
339560
Cross-validation details (10 times 10-fold Crossvalidation)