Run
2609269

Run 2609269

Task 41 (Supervised Classification) soybean Uploaded 24-06-2017 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)_M1.0
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
0.9964 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9318 ± 0.0304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9261 ± 0.0322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
590.9707 ± 1.3517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.026 ± 0.0033
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
0.9356 ± 0.0285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9327 ± 0.0294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9327 ± 0.0294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2703 ± 0.034
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
0.0894 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.408 ± 0.0491
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1842.5388
UserCPU time millis
180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
140
Cross-validation details (10-fold Crossvalidation)