DEVELOPMENT... OpenML
Run
181620

Run 181620

Task 1908 (Supervised Classification) optdigits Uploaded 25-02-2015 by Felicia West
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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.

22 Evaluation measures

Area under ROC curve
0.9594
Per class
F measure
0.903
Per class
Kappa
0.8922
KB relative information score
49955.4825
Mean absolute error
0.0247
Mean prior absolute error
0.18
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9031
Per class
Predictive accuracy
0.903
Prior entropy
3.3218
Recall
0.903
Per class
Relative absolute error
0.1373
Root mean prior squared error
0.3
Root mean squared error
0.132
Root relative squared error
0.4401
SciMark benchmark
1290.1085
UserCPU time millis
3080
UserCPU time millis training
3080