Run
10228162

Run 10228162

Task 59 (Supervised Classification) iris Uploaded 22-05-2019 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.classifiers.trees.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.classifiers.trees.RandomForest(2)_P["100"]
weka.classifiers.trees.RandomForest(2)_O["false"]
weka.classifiers.trees.RandomForest(2)_store-out-of-bag-predictions["false"]
weka.classifiers.trees.RandomForest(2)_output-out-of-bag-complexity-statistics["false"]
weka.classifiers.trees.RandomForest(2)_print["false"]
weka.classifiers.trees.RandomForest(2)_attribute-importance["false"]
weka.classifiers.trees.RandomForest(2)_I["100"]
weka.classifiers.trees.RandomForest(2)_num-slots["1"]
weka.classifiers.trees.RandomForest(2)_K["0"]
weka.classifiers.trees.RandomForest(2)_M["1.0"]
weka.classifiers.trees.RandomForest(2)_V["0.001"]
weka.classifiers.trees.RandomForest(2)_S["1"]
weka.classifiers.trees.RandomForest(2)_U["false"]
weka.classifiers.trees.RandomForest(2)_B["false"]
weka.classifiers.trees.RandomForest(2)_output-debug-info["false"]
weka.classifiers.trees.RandomForest(2)_-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
0.9948 ± 0.0135
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533 ± 0.056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.93 ± 0.0823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.0842 ± 0.838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0375 ± 0.0262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '11.0.3', 'amd64', 'Linux', '4.15.0-48-generic']
Precision
0.9534 ± 0.0477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533 ± 0.0549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533 ± 0.0549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0843 ± 0.0588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1532 ± 0.0866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.325 ± 0.1838
Cross-validation details (10-fold Crossvalidation)