Run
2334520

Run 2334520

Task 2079 (Supervised Classification) eucalyptus Uploaded 23-05-2017 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)_K0
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
0.8688 ± 0.0166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5745 ± 0.0414
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4542 ± 0.0585
Cross-validation details (10-fold Crossvalidation)
KB relative information score
343.5021 ± 1.6436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2037 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5773 ± 0.0428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5761 ± 0.0481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5761 ± 0.0481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6503 ± 0.022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3239 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8184 ± 0.0176
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1600.2814
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
180
Cross-validation details (10-fold Crossvalidation)