Run
2337320

Run 2337320

Task 23 (Supervised Classification) cmc Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
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.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_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
0.7122 ± 0.0323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5364 ± 0.026
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2794 ± 0.0418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
361.8524 ± 3.8732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3549 ± 0.011
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
0.5374 ± 0.0248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5384 ± 0.0276
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5384 ± 0.0276
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8237 ± 0.0257
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
0.435 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9372 ± 0.0289
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1794.3442
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
160
Cross-validation details (10-fold Crossvalidation)