Run
2610048

Run 2610048

Task 2074 (Supervised Classification) satimage 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
0.992 ± 0.0019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9134 ± 0.0109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8956 ± 0.013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5533.0865 ± 5.6416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0544 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9135 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9157 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.9157 ± 0.0105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2015 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1486 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4044 ± 0.0176
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1782.9378
UserCPU time millis
2930
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2500
Cross-validation details (10-fold Crossvalidation)