DEVELOPMENT... OpenML
Run
18836

Run 18836

Task 28 (Supervised Classification) optdigits Uploaded 11-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I20
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
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
0.999
Per class
F measure
0.9752
Per class
Kappa
0.9725
KB relative information score
5100.0307
Mean absolute error
0.0322
Mean prior absolute error
0.18
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9753
Per class
Predictive accuracy
0.9753
Prior entropy
3.3218
Recall
0.9753
Per class
Relative absolute error
0.1791
Root mean prior squared error
0.3
Root mean squared error
0.0915
Root relative squared error
0.305
SciMark benchmark
944.0824[550.23362713580621015.2555353338006483.6674820550281911.80521739130441759.4502550697425]