Run
261979

Run 261979

Task 269 (Supervised Classification) sonar 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
0.663
Per class
Cross-validation details (33% Holdout set)
F measure
0.6624
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3235
Cross-validation details (33% Holdout set)
KB relative information score
21.5619
Cross-validation details (33% Holdout set)
Mean absolute error
0.3382
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4971
Cross-validation details (33% Holdout set)
Number of instances
68
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6657
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6618
Cross-validation details (33% Holdout set)
Prior entropy
0.9968
Cross-validation details (33% Holdout set)
Recall
0.6618
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6805
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4982
Cross-validation details (33% Holdout set)
Root mean squared error
0.5816
Cross-validation details (33% Holdout set)
Root relative squared error
1.1674
Cross-validation details (33% Holdout set)
SciMark benchmark
1328.8457
UserCPU time millis
500
Cross-validation details (33% Holdout set)
UserCPU time millis training
500
Cross-validation details (33% Holdout set)