Run
2668133

Run 2668133

Task 33 (Supervised Classification) cylinder-bands 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)_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
0.6987 ± 0.1034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5479 ± 0.0583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1136 ± 0.1164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.3203 ± 4.1868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4517 ± 0.0343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6021 ± 0.1033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6056 ± 0.0566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.6056 ± 0.0566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9257 ± 0.0705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4919 ± 0.0281
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.996 ± 0.0571
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1753.9269
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)