Run
262038

Run 262038

Task 336 (Supervised Classification) electricity Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.CHIRP(1)Leland Wilkinson, Anushka Anand,, Tuan Dang : CHIRP: A new classi?er based on Composite Hypercubes on Iterated Random Projection. In: Proceedings of the 17th ACM KDD, 2011.
weka.CHIRP(1)_V7
weka.CHIRP(1)_S1

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
0.804
Per class
Cross-validation details (33% Holdout set)
F measure
0.8124
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6154
Cross-validation details (33% Holdout set)
KB relative information score
9229.0487
Cross-validation details (33% Holdout set)
Mean absolute error
0.1861
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
0.8139
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8139
Cross-validation details (33% Holdout set)
Prior entropy
0.9835
Cross-validation details (33% Holdout set)
Recall
0.8139
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3804
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.495
Cross-validation details (33% Holdout set)
Root mean squared error
0.4314
Cross-validation details (33% Holdout set)
Root relative squared error
0.8716
Cross-validation details (33% Holdout set)
SciMark benchmark
1339.4964
UserCPU time millis
411770
Cross-validation details (33% Holdout set)
UserCPU time millis testing
4650
Cross-validation details (33% Holdout set)
UserCPU time millis training
407120
Cross-validation details (33% Holdout set)