Run
350577

Run 350577

Task 4336 (Supervised Classification) analcatdata_apnea2 Uploaded 27-03-2015 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
0.9398
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9437
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7618
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2891.0316
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0899
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4750
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.9447
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3837
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2006
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5875
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1309.2287
UserCPU time millis
570
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
540
Cross-validation details (10 times 10-fold Crossvalidation)