Run
2661184

Run 2661184

Task 2079 (Supervised Classification) eucalyptus Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
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
0.8484 ± 0.0189
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5328 ± 0.0288
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4045 ± 0.0276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
294.7354 ± 1.6391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2233 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5357 ± 0.0314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5408 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5408 ± 0.0208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.713 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.332 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.839 ± 0.0206
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1780.8745
UserCPU time millis
150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10-fold Crossvalidation)