Run
264503

Run 264503

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.5095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8325.3975
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4239
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.4239
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3352
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.7204
UserCPU time millis
759480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
759470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)