Run
564198

Run 564198

Task 3990 (Supervised Classification) AP_Omentum_Ovary Uploaded 19-04-2016 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_GainRatioAttributeEval_Ranker_RandomForest (1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Wweka.classifiers.trees.RandomForest

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
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.6837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3313
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4039
Cross-validation details (10-fold Crossvalidation)
Number of instances
275
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
0.7847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8576
Cross-validation details (10-fold Crossvalidation)
Recall
0.7855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.449
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8672
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1105.8163
UserCPU time millis
3060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3010
Cross-validation details (10-fold Crossvalidation)