Run
2664544

Run 2664544

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)_K250
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
0.9916 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8524 ± 0.0418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8503 ± 0.0422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
570.4058 ± 1.1053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0283 ± 0.0028
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
0.8644 ± 0.0467
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638 ± 0.0381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638 ± 0.0381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2949 ± 0.029
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
0.1045 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4769 ± 0.037
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1598.2154
UserCPU time millis
230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10-fold Crossvalidation)