Run
2641558

Run 2641558

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)_P100
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.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
0.9926 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8915 ± 0.0371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8842 ± 0.0371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
611.3963 ± 1.1957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.017 ± 0.0032
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
0.8993 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8946 ± 0.034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.8946 ± 0.034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1768 ± 0.0336
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
0.0885 ± 0.0119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4041 ± 0.0544
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1528.6067
UserCPU time millis
350
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
310
Cross-validation details (10-fold Crossvalidation)