Run
558020

Run 558020

Task 3986 (Supervised Classification) AP_Prostate_Ovary Uploaded 15-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
260.2815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0077
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3842
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
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
0.9926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8271
Cross-validation details (10-fold Crossvalidation)
Recall
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.02
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4378
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1142.3872
UserCPU time millis
70060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
70050
Cross-validation details (10-fold Crossvalidation)