Run
2664101

Run 2664101

Task 31 (Supervised Classification) credit-g 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
0.7691 ± 0.0377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7291 ± 0.0292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3351 ± 0.07
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.9883 ± 4.2228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3378 ± 0.0143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.727 ± 0.0346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.742 ± 0.0312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.742 ± 0.0312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8039 ± 0.0339
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4147 ± 0.0155
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9049 ± 0.0339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1677.4276
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
190
Cross-validation details (10-fold Crossvalidation)