DEVELOPMENT... OpenML
Run
17311

Run 17311

Task 2072 (Supervised Classification) covertype Uploaded 08-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(1)_I160
weka.AdaBoostM1_RandomTree(1)_P100
weka.AdaBoostM1_RandomTree(1)_S1
weka.AdaBoostM1_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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.

19 Evaluation measures

Area under ROC curve
0.9299
Per class
F measure
0.8367
Per class
Kappa
0.7499
KB relative information score
80371.8249
Mean absolute error
0.0474
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8361
Per class
Predictive accuracy
0.8407
Prior entropy
1.8698
Recall
0.8407
Per class
Relative absolute error
0.2558
Root mean prior squared error
0.3044
Root mean squared error
0.2038
Root relative squared error
0.6697
SciMark benchmark
948.5901[567.97153489657241015.2555353338006484.5405689113658914.03074966105571761.152276377127]