Run
6046524

Run 6046524

Task 30 (Supervised Classification) page-blocks Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I15
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.RandomCommittee_RandomForest(1)_S1
weka.RandomCommittee_RandomForest(1)_num-slots1
weka.RandomCommittee_RandomForest(1)_I26
weka.RandomCommittee_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)_Sweka.attributeSelection.GreedyStepwise -B -T -1.7976931348623157E308 -N 898 -num-slots 1
weka.AttributeSelectedClassifier_RandomCommittee_RandomForest(1)_Wweka.classifiers.meta.RandomCommittee

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
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4370.1061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0155
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
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0877
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1556.0837
UserCPU time millis
4980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3940
Cross-validation details (10-fold Crossvalidation)