DEVELOPMENT... OpenML
Run
201017

Run 201017

Task 1906 (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
0.9993
Per class
F measure
0.9817
Per class
Kappa
0.9757
KB relative information score
101431.9534
Mean absolute error
0.0861
Mean prior absolute error
0.273
Number of instances
129600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9836
Per class
Predictive accuracy
0.9835
Prior entropy
1.7176
Recall
0.9835
Per class
Relative absolute error
0.3152
Root mean prior squared error
0.3695
Root mean squared error
0.1466
Root relative squared error
0.3969
SciMark benchmark
889.3151
UserCPU time millis
12190
UserCPU time millis testing
12190