DEVELOPMENT... OpenML
Run
23813

Run 23813

Task 2072 (Supervised Classification) covertype Uploaded 27-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_REPTree(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_REPTree(1)_I20
weka.AdaBoostM1_REPTree(1)_P100
weka.AdaBoostM1_REPTree(1)_S1
weka.AdaBoostM1_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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.

17 Evaluation measures

Area under ROC curve
0.9432
Per class
F measure
0.8669
Per class
Kappa
0.7972
KB relative information score
84000.859
Mean absolute error
0.0433
Mean prior absolute error
0.1853
Number of instances
110393
Per class
Precision
0.8695
Per class
Predictive accuracy
0.8715
Prior entropy
1.8698
Recall
0.8715
Per class
Relative absolute error
0.2339
Root mean prior squared error
0.3044
Root mean squared error
0.176
Root relative squared error
0.5782