Run
264428

Run 264428

Task 3838 (Supervised Classification) autos Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.IB1(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

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
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.0912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4406
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9134
Cross-validation details (10-fold Crossvalidation)
Recall
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4691
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6984
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.6051
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)