DEVELOPMENT... OpenML
Run
78315

Run 78315

Task 3843 (Supervised Classification) optdigits Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I160
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9992
Per class
Build CPU time
256.802
Build memory
1911429462.4
F measure
0.9879
Per class
Kappa
0.9323
KB relative information score
4503.602
Mean absolute error
0.0414
Mean prior absolute error
0.183
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
0.9884
Per class
Predictive accuracy
0.9883
Prior entropy
0.4751
Recall
0.9883
Per class
Relative absolute error
0.2265
Root mean prior squared error
0.3024
Root mean squared error
0.1053
Root relative squared error
0.3482
SciMark benchmark
942.633