Run
2337528

Run 2337528

Task 45 (Supervised Classification) splice Uploaded 24-05-2017 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)_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
0.9941 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9631 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.94 ± 0.0163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2422.759 ± 5.0634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1335 ± 0.0083
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
0.9632 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.963 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.963 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3257 ± 0.0202
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
0.1923 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4248 ± 0.0179
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1556.2198
UserCPU time millis
250
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)