Run
10416740

Run 10416740

Task 146819 (Supervised Classification) climate-model-simulation-crashes 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
0.7344 ± 0.193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9304 ± 0.0309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5356 ± 0.2669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3797 ± 0.245
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752 ± 0.0253
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1571 ± 0.0079
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
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
0.9285 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9333 ± 0.025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4202 ± 0.0325
Cross-validation details (10-fold Crossvalidation)
Recall
0.9333 ± 0.025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4787 ± 0.1686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792 ± 0.0143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.25 ± 0.0534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8957 ± 0.2089
Cross-validation details (10-fold Crossvalidation)