DEVELOPMENT... OpenML
Run
200949

Run 200949

Task 1790 (Supervised Classification) nursery 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
0.996
Per class
F measure
0.9603
Per class
Kappa
0.9437
KB relative information score
50259.9048
Mean absolute error
0.086
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9624
Per class
Predictive accuracy
0.9617
Prior entropy
1.7176
Recall
0.9617
Per class
Relative absolute error
0.3148
Root mean prior squared error
0.3695
Root mean squared error
0.1583
Root relative squared error
0.4284
SciMark benchmark
869.6028
UserCPU time millis
12170
UserCPU time millis testing
12170