Run
2335669

Run 2335669

Task 2 (Supervised Classification) anneal 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)_K250
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
0.9763 ± 0.0228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9202 ± 0.0422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7991 ± 0.1089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
681.1649 ± 7.0715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0378 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9206 ± 0.0427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9209 ± 0.0397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9209 ± 0.0397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2816 ± 0.0748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1354 ± 0.0274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5242 ± 0.1059
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1407.6331
UserCPU time millis
390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
360
Cross-validation details (10-fold Crossvalidation)