Run
383740

Run 383740

Task 4275 (Supervised Classification) biomed Uploaded 03-04-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RBFClassifier(3)Weka implementation of RBFClassifier
weka.RBFClassifier(3)_N2
weka.RBFClassifier(3)_R0.01
weka.RBFClassifier(3)_L1.0E-6
weka.RBFClassifier(3)_C2
weka.RBFClassifier(3)_P1
weka.RBFClassifier(3)_E1
weka.RBFClassifier(3)_S1

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
0.931
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8583
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6882
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
970.6525
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.266
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2090
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
0.8603
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8608
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8608
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5776
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3269
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6816
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
901.8743
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)