DEVELOPMENT... OpenML
Run
200847

Run 200847

Task 28 (Supervised Classification) optdigits Uploaded 27-02-2015 by Felicia West
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.9966
Per class
F measure
0.9879
Per class
Kappa
0.9866
KB relative information score
5546.8718
Mean absolute error
0.0034
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
0.988
Per class
Predictive accuracy
0.9879
Prior entropy
3.3218
Recall
0.9879
Per class
Relative absolute error
0.0191
Root mean prior squared error
0.3
Root mean squared error
0.0463
Root relative squared error
0.1544
SciMark benchmark
939.5205
UserCPU time millis
11470
UserCPU time millis testing
11470