Run
2605330

Run 2605330

Task 2 (Supervised Classification) anneal Uploaded 24-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)Weka implementation of FilteredClassifier
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
weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.9772 ± 0.0207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9226 ± 0.0387
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8057 ± 0.0977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
677.0052 ± 6.6239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0394 ± 0.0094
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
0.9223 ± 0.0394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9232 ± 0.0379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9232 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.293 ± 0.0695
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
0.1334 ± 0.0246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5167 ± 0.095
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1808.2966
UserCPU time millis
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
180
Cross-validation details (10-fold Crossvalidation)