DEVELOPMENT... OpenML
Run
16199

Run 16199

Task 6 (Supervised Classification) letter Uploaded 04-06-2014 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
0.989
Per class
F measure
0.9684
Per class
Kappa
0.9671
KB relative information score
19375.8505
Mean absolute error
0.0024
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9687
Per class
Predictive accuracy
0.9684
Prior entropy
4.6998
Recall
0.9684
Per class
Relative absolute error
0.033
Root mean prior squared error
0.1923
Root mean squared error
0.0486
Root relative squared error
0.2529
SciMark benchmark
945.1898[562.47681402932691013.1204302006943481.93081680843505906.13207810932491762.2889234168845]