Run
2662192

Run 2662192

Task 15 (Supervised Classification) breast-w Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M10.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_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
0.9913 ± 0.0078
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9628 ± 0.0136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9178 ± 0.0298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
602.2677 ± 1.9325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0677 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4519 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9629 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9628 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9628 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1497 ± 0.0272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1724 ± 0.0269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3627 ± 0.0564
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1763.1691
UserCPU time millis
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10-fold Crossvalidation)