Run
2656140

Run 2656140

Task 21 (Supervised Classification) car 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
0.9925 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9185 ± 0.014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8386 ± 0.0277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1154.6142 ± 3.1604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0993 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9253 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9265 ± 0.0125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9265 ± 0.0125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4335 ± 0.0197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1868 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5525 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1688.066
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)