DEVELOPMENT... OpenML
Run
200853

Run 200853

Task 26 (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
0.9994
Per class
F measure
0.9812
Per class
Kappa
0.9749
KB relative information score
10151.8021
Mean absolute error
0.0858
Mean prior absolute error
0.273
Number of instances
12960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9831
Per class
Predictive accuracy
0.9829
Prior entropy
1.7176
Recall
0.9829
Per class
Relative absolute error
0.3143
Root mean prior squared error
0.3695
Root mean squared error
0.1463
Root relative squared error
0.3961
SciMark benchmark
942.9518
UserCPU time millis
13060
UserCPU time millis testing
13060