Run
4724237

Run 4724237

Task 30 (Supervised Classification) page-blocks Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_MultiBoostAB_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.MultiBoostAB_RandomTree(4)_C3
weka.MultiBoostAB_RandomTree(4)_P100
weka.MultiBoostAB_RandomTree(4)_S1
weka.MultiBoostAB_RandomTree(4)_I10
weka.MultiBoostAB_RandomTree(4)_Wweka.classifiers.trees.RandomTree
weka.FilteredClassifier_MultiBoostAB_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_RandomTree(1)_Wweka.classifiers.meta.MultiBoostAB

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
0.9478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4374.0316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1411.4004
UserCPU time millis
400
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
350
Cross-validation details (10-fold Crossvalidation)