Run
10416932

Run 10416932

Task 9971 (Supervised Classification) ilpd Uploaded 12-10-2019 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.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.classifiers.trees.RandomForest(1)_P["100"]
weka.classifiers.trees.RandomForest(1)_O["false"]
weka.classifiers.trees.RandomForest(1)_store-out-of-bag-predictions["false"]
weka.classifiers.trees.RandomForest(1)_output-out-of-bag-complexity-statistics["false"]
weka.classifiers.trees.RandomForest(1)_print["false"]
weka.classifiers.trees.RandomForest(1)_attribute-importance["false"]
weka.classifiers.trees.RandomForest(1)_I["100"]
weka.classifiers.trees.RandomForest(1)_num-slots["1"]
weka.classifiers.trees.RandomForest(1)_K["0"]
weka.classifiers.trees.RandomForest(1)_M["1.0"]
weka.classifiers.trees.RandomForest(1)_V["0.001"]
weka.classifiers.trees.RandomForest(1)_S["1"]
weka.classifiers.trees.RandomForest(1)_U["false"]
weka.classifiers.trees.RandomForest(1)_B["false"]
weka.classifiers.trees.RandomForest(1)_output-debug-info["false"]
weka.classifiers.trees.RandomForest(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
0.7466 ± 0.0772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6755 ± 0.0664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1764 ± 0.1611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1283 ± 0.0867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3384 ± 0.0282
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
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
0.6677 ± 0.0716
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6947 ± 0.0642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8641 ± 0.01
Cross-validation details (10-fold Crossvalidation)
Recall
0.6947 ± 0.0642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8271 ± 0.0671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4217 ± 0.0284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9328 ± 0.0607
Cross-validation details (10-fold Crossvalidation)