Run
270765

Run 270765

Task 4186 (Supervised Classification) isolet Uploaded 06-03-2015 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
0.9303
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8657
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8606
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
67390.7611
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0103
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
77970
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8689
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8659
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8659
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1394
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1016
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5281
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1088.605
UserCPU time millis
529590
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1400
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
528190
Cross-validation details (10 times 10-fold Crossvalidation)