Run
2337430

Run 2337430

Task 2079 (Supervised Classification) eucalyptus Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P80
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.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_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
0.8537 ± 0.023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5512 ± 0.0489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4334 ± 0.0679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
290.67 ± 1.8199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2282 ± 0.0056
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
0.5554 ± 0.0599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5652 ± 0.0545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5652 ± 0.0545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7284 ± 0.0177
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
0.3316 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8381 ± 0.0175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1674.1905
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
80
Cross-validation details (10-fold Crossvalidation)