Run
2335958

Run 2335958

Task 6 (Supervised Classification) letter Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
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

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
0.9973 ± 0.0006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9354 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9328 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18488.4396 ± 6.8628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0113 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9357 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9354 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9354 ± 0.0043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1527 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0654 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3403 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1531.4036
UserCPU time millis
17060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
13910
Cross-validation details (10-fold Crossvalidation)