Run
2666631

Run 2666631

Task 11 (Supervised Classification) balance-scale Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
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
0.9444 ± 0.0176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8224 ± 0.0277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7312 ± 0.0542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
334.3988 ± 2.8264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1765 ± 0.0181
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7928 ± 0.0265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8544 ± 0.0296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8544 ± 0.0296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4648 ± 0.0474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2761 ± 0.0189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6339 ± 0.0432
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1815.8863
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10-fold Crossvalidation)