Run
10416587

Run 10416587

Task 167141 (Supervised Classification) churn Uploaded 11-10-2019 by Jan van Rijn
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  • ReproducibleBenchmark weka weka_3.4.3
Issue #Downvotes for this reason By


Flow

weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)J. Friedman, T. Hastie, R. Tibshirani (1998). Additive Logistic Regression: a Statistical View of Boosting. Stanford University.
weka.classifiers.trees.REPTree(1)_M["2"]
weka.classifiers.trees.REPTree(1)_V["0.001"]
weka.classifiers.trees.REPTree(1)_N["3"]
weka.classifiers.trees.REPTree(1)_S["1"]
weka.classifiers.trees.REPTree(1)_P["false"]
weka.classifiers.trees.REPTree(1)_L["-1"]
weka.classifiers.trees.REPTree(1)_I["0.0"]
weka.classifiers.trees.REPTree(1)_R["false"]
weka.classifiers.trees.REPTree(1)_output-debug-info["false"]
weka.classifiers.trees.REPTree(1)_-do-not-check-capabilities["false"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_Q["false"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_use-estimated-priors["false"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_P["100"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_L["-1.7976931348623157E308"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_H["1.0"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_Z["3.0"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_O["1"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_E["1"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_resume["false"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_S["1"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_I["10"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_W["weka.classifiers.trees.REPTree"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_output-debug-info["false"]
weka.classifiers.meta.LogitBoost(weka.classifiers.trees.REPTree)(3)_-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

0.8974 ± 0.0252
Per class
Cross-validation details (10-fold Crossvalidation)
0.9386 ± 0.0111
Per class
Cross-validation details (10-fold Crossvalidation)
0.7395 ± 0.0476
Cross-validation details (10-fold Crossvalidation)
0.6043 ± 0.042
Cross-validation details (10-fold Crossvalidation)
0.0884 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
0.2429 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
5000
Per class
Cross-validation details (10-fold Crossvalidation)
['Oracle Corporation', '1.8.0_222', 'amd64', 'Linux', '3.10.0-1062.1.1.el7.x86_64']
0.9382 ± 0.0113
Per class
Cross-validation details (10-fold Crossvalidation)
0.9406 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
0.5879 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
0.9406 ± 0.0105
Per class
Cross-validation details (10-fold Crossvalidation)
0.3638 ± 0.0297
Cross-validation details (10-fold Crossvalidation)
0.3484 ± 0.001
Cross-validation details (10-fold Crossvalidation)
0.2174 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
0.6238 ± 0.0464
Cross-validation details (10-fold Crossvalidation)