Run
2666070

Run 2666070

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)_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
0.758 ± 0.0345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4169 ± 0.0359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.257 ± 0.0468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.9308 ± 2.3778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2402 ± 0.0109
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
0.4134 ± 0.0401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4253 ± 0.0401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.4253 ± 0.0401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7667 ± 0.0347
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
0.3734 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9437 ± 0.0346
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1712.6276
UserCPU time millis
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)