Run
10416689

Run 10416689

Task 3917 (Supervised Classification) kc1 Uploaded 11-10-2019 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • ReproducibleBenchmark weka weka_3.4.3
Issue #Downvotes for this reason By


Flow

weka.classifiers.trees.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.classifiers.trees.J48(1)_U["false"]
weka.classifiers.trees.J48(1)_O["false"]
weka.classifiers.trees.J48(1)_C["0.25"]
weka.classifiers.trees.J48(1)_M["2"]
weka.classifiers.trees.J48(1)_R["false"]
weka.classifiers.trees.J48(1)_B["false"]
weka.classifiers.trees.J48(1)_S["false"]
weka.classifiers.trees.J48(1)_L["false"]
weka.classifiers.trees.J48(1)_A["false"]
weka.classifiers.trees.J48(1)_J["false"]
weka.classifiers.trees.J48(1)_-doNotMakeSplitPointActualValue["false"]
weka.classifiers.trees.J48(1)_output-debug-info["false"]
weka.classifiers.trees.J48(1)_-do-not-check-capabilities["false"]

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.6761 ± 0.0813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8198 ± 0.0263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2495 ± 0.115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0893 ± 0.0762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2094 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_222', 'amd64', 'Linux', '3.10.0-1062.1.1.el7.x86_64']
Precision
0.8115 ± 0.0311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8397 ± 0.021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6212 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Recall
0.8397 ± 0.021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8004 ± 0.0589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.369 ± 0.0267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0207 ± 0.0732
Cross-validation details (10-fold Crossvalidation)