Run
202284

Run 202284

Task 1790 (Supervised Classification) nursery Uploaded 27-02-2015 by Joaquin Vanschoren
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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)_K5
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
0.9961
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9605
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.9439
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
50176.6852
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0865
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
64800
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9626
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9619
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9619
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.3167
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1586
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.4291
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1333.5799
UserCPU time millis
15750
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
15740
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (5 times 2-fold Crossvalidation)