Run
2335246

Run 2335246

Task 58 (Supervised Classification) waveform-5000 Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
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
0.9668 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.775 ± 0.0179
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3478.402 ± 5.2424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1674 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8503 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85 ± 0.0119
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.85 ± 0.0119
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3767 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2676 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5677 ± 0.0148
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1673.8446
UserCPU time millis
2510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
370
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2140
Cross-validation details (10-fold Crossvalidation)