Run
558030

Run 558030

Task 3483 (Supervised Classification) mammography Uploaded 15-04-2016 by Martijn Post
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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
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-186.3412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6543
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652
UserCPU time millis
2640.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
421.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2218.75
Cross-validation details (10-fold Crossvalidation)