DEVELOPMENT... OpenML
Run
20833

Run 20833

Task 28 (Supervised Classification) optdigits Uploaded 18-06-2014 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)_I40
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
0.9994
Per class
F measure
0.9784
Per class
Kappa
0.9761
KB relative information score
5107.7637
Mean absolute error
0.0323
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
0.9785
Per class
Predictive accuracy
0.9785
Prior entropy
3.3218
Recall
0.9785
Per class
Relative absolute error
0.1793
Root mean prior squared error
0.3
Root mean squared error
0.088
Root relative squared error
0.2934
SciMark benchmark
935.4069[556.0218659027057998.6810179793104478.0684770170223903.32186243855711740.9414049179838]

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