Run
2334359

Run 2334359

Task 31 (Supervised Classification) credit-g Uploaded 23-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
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.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_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
0.7314 ± 0.0565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7106 ± 0.0454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2933 ± 0.1158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.4384 ± 6.7805
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3266 ± 0.0252
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
0.7064 ± 0.0469
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.721 ± 0.0387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.721 ± 0.0387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7774 ± 0.0599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4325 ± 0.0237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9439 ± 0.0517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1773.6302
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10-fold Crossvalidation)