Run
557689

Run 557689

Task 3976 (Supervised Classification) OVA_Endometrium Uploaded 15-04-2016 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_AdaBoostM1_Decisio nStump(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_AdaBoostM1_DecisionStump(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_DecisionStump(15)_P100
weka.AdaBoostM1_DecisionStump(15)_S1
weka.AdaBoostM1_DecisionStump(15)_I100
weka.AdaBoostM1_DecisionStump(15)_Wweka.classifiers.trees.DecisionStump

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
0.9267
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.8089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0379
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0764
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, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2426
Cross-validation details (10-fold Crossvalidation)
Recall
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1947
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9347
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1055.5852
UserCPU time millis
5852120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5852020
Cross-validation details (10-fold Crossvalidation)