Run
264942

Run 264942

Task 1785 (Supervised Classification) car Uploaded 05-03-2015 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)_K1
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
0.984
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8819
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.7443
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
5302.6105
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1118
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
8640
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
0.887
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8907
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8907
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4883
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2083
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.616
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1305.7231
UserCPU time millis
150
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
150
Cross-validation details (5 times 2-fold Crossvalidation)