Run
551289

Run 551289

Task 3962 (Supervised Classification) OVA_Breast Uploaded 09-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)_Wweka.classifiers.trees.J48

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
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1175.7759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0742
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6199
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1390.7207
UserCPU time millis
2580150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2580110
Cross-validation details (10-fold Crossvalidation)