DEVELOPMENT... OpenML
Run
187611

Run 187611

Task 3843 (Supervised Classification) optdigits Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.9964
Per class
F measure
0.977
Per class
Kappa
0.8786
KB relative information score
4360.7573
Mean absolute error
0.0279
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
0.979
Per class
Predictive accuracy
0.9762
Prior entropy
0.4751
Recall
0.9762
Per class
Relative absolute error
0.1525
Root mean prior squared error
0.3024
Root mean squared error
0.1368
Root relative squared error
0.4523
SciMark benchmark
890.2894
UserCPU time millis
440
UserCPU time millis testing
300
UserCPU time millis training
140