Run
2649743

Run 2649743

Task 41 (Supervised Classification) soybean 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)_K0
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
0.9963 ± 0.0035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9138 ± 0.0377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9114 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
KB relative information score
539.9168 ± 1.2762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0393 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9252 ± 0.0371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9195 ± 0.0336
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9195 ± 0.0336
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4092 ± 0.0284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.109 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4977 ± 0.0355
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1769.8617
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10-fold Crossvalidation)