DEVELOPMENT... OpenML
Run
18735

Run 18735

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

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I10
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(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
0.9958
Per class
F measure
0.9473
Per class
Kappa
0.9415
KB relative information score
5152.9196
Mean absolute error
0.0255
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
0.9474
Per class
Predictive accuracy
0.9473
Prior entropy
3.3218
Recall
0.9473
Per class
Relative absolute error
0.1415
Root mean prior squared error
0.3
Root mean squared error
0.0958
Root relative squared error
0.3194
SciMark benchmark
945.4051[563.93167687387211013.9200573100866483.8854846559526911.48820099582031753.8001309030865]