Run
2667203

Run 2667203

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)_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
0.9837 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8831 ± 0.014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7514 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1314.131 ± 3.0449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0674 ± 0.0038
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
0.8836 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8848 ± 0.0163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8848 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2942 ± 0.0164
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
0.1811 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5355 ± 0.0225
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1565.2918
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)