Run
241707

Run 241707

Task 336 (Supervised Classification) electricity Uploaded 02-03-2015 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
0.7772
Per class
Cross-validation details (33% Holdout set)
F measure
0.7822
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5551
Cross-validation details (33% Holdout set)
KB relative information score
8252.8647
Cross-validation details (33% Holdout set)
Mean absolute error
0.2177
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4893
Cross-validation details (33% Holdout set)
Number of instances
14952
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.782
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7823
Cross-validation details (33% Holdout set)
Prior entropy
0.9835
Cross-validation details (33% Holdout set)
Recall
0.7823
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.445
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.495
Cross-validation details (33% Holdout set)
Root mean squared error
0.4666
Cross-validation details (33% Holdout set)
Root relative squared error
0.9426
Cross-validation details (33% Holdout set)
SciMark benchmark
1348.8402
UserCPU time millis
152480
Cross-validation details (33% Holdout set)
UserCPU time millis testing
152470
Cross-validation details (33% Holdout set)
UserCPU time millis training
10