DEVELOPMENT... OpenML
Run
200888

Run 200888

Task 258 (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
0.9962
Per class
F measure
0.9854
Per class
Kappa
0.9838
KB relative information score
1825.7523
Mean absolute error
0.0041
Mean prior absolute error
0.18
Number of instances
1854
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9856
Per class
Predictive accuracy
0.9854
Prior entropy
3.3218
Recall
0.9854
Per class
Relative absolute error
0.0226
Root mean prior squared error
0.3
Root mean squared error
0.0494
Root relative squared error
0.1648
SciMark benchmark
854.5188
UserCPU time millis
12640
UserCPU time millis testing
12640