Run
6046548

Run 6046548

Task 2074 (Supervised Classification) satimage Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_Vote_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.Vote_RandomForest(3)_RMAJ
weka.Vote_RandomForest(3)_S1
weka.Vote_RandomForest(3)_Bweka.classifiers.trees.RandomForest -P 100 -I 106 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1
weka.AttributeSelectedClassifier_Vote_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_Vote_RandomForest(1)_Sweka.attributeSelection.GreedyStepwise -B -C -R -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.AttributeSelectedClassifier_Vote_RandomForest(1)_Wweka.classifiers.meta.Vote

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
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8973
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5764.9058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0276
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4523
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1616.4274
UserCPU time millis
2820
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2310
Cross-validation details (10-fold Crossvalidation)