Run
2648757

Run 2648757

Task 23 (Supervised Classification) cmc 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
0.7234 ± 0.0295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5364 ± 0.0374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2792 ± 0.0586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
323.2639 ± 3.4319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3658 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5365 ± 0.0376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5411 ± 0.036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5411 ± 0.036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.849 ± 0.0192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4288 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.924 ± 0.022
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1695.1974
UserCPU time millis
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)