DEVELOPMENT... OpenML
Run
16854

Run 16854

Task 14 (Supervised Classification) mfeat-fourier Uploaded 05-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(1)_I20
weka.AdaBoostM1_RandomForest(1)_P100
weka.AdaBoostM1_RandomForest(1)_S1
weka.AdaBoostM1_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.9371
Per class
F measure
0.8361
Per class
Kappa
0.8178
KB relative information score
1663.4986
Mean absolute error
0.0327
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8378
Per class
Predictive accuracy
0.836
Prior entropy
3.3219
Recall
0.836
Per class
Relative absolute error
0.1815
Root mean prior squared error
0.3
Root mean squared error
0.1782
Root relative squared error
0.5939
SciMark benchmark
945.5549[561.93317930202351014.9881711071126484.54051677983614913.07556704216551753.2371539702958]