Run
553291

Run 553291

Task 3977 (Supervised Classification) AP_Colon_Omentum 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_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Wweka.classifiers.bayes.NaiveBayes

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
0.9223
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
292.8055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0551
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3352
Cross-validation details (10-fold Crossvalidation)
Number of instances
363
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
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7485
Cross-validation details (10-fold Crossvalidation)
Recall
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1455.3465
UserCPU time millis
3308100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3308050
Cross-validation details (10-fold Crossvalidation)