Run
2334430

Run 2334430

Task 45 (Supervised Classification) splice Uploaded 23-05-2017 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)_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
0.9944 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.965 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9431 ± 0.0191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2495.54 ± 5.5
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1208 ± 0.0089
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
0.9652 ± 0.0116
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2946 ± 0.0216
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
0.183 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4042 ± 0.0214
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1739.9006
UserCPU time millis
300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
150
Cross-validation details (10-fold Crossvalidation)