Run
2663210

Run 2663210

Task 23 (Supervised Classification) cmc Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M10.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_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
0.72 ± 0.0298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5308 ± 0.0378
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2703 ± 0.0604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
351.8039 ± 4.0592
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3576 ± 0.01
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5313 ± 0.0366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5336 ± 0.038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5336 ± 0.038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.83 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4305 ± 0.012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9276 ± 0.0258
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1792.6408
UserCPU time millis
220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10-fold Crossvalidation)