Run
2656436

Run 2656436

Task 45 (Supervised Classification) splice 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)_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
0.9945 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9279 ± 0.0147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8814 ± 0.0243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1533.8811 ± 2.7348
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2655 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9327 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9288 ± 0.0141
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9288 ± 0.0141
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6475 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3027 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6684 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1759.0207
UserCPU time millis
460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
410
Cross-validation details (10-fold Crossvalidation)