Run
2629753

Run 2629753

Task 31 (Supervised Classification) credit-g Uploaded 24-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_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
0.7643 ± 0.0433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7372 ± 0.0388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3579 ± 0.0935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.6465 ± 4.9051
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3282 ± 0.017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7345 ± 0.0433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.747 ± 0.0395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.747 ± 0.0395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.781 ± 0.0405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4168 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9094 ± 0.0435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1701.1421
UserCPU time millis
300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
280
Cross-validation details (10-fold Crossvalidation)