Run
262589

Run 262589

Task 4396 (Supervised Classification) sensory 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
0.6603
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6768
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3295
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1955.1228
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3167
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5760
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
0.6789
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6833
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6833
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6521
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5627
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1421
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1297.2338
UserCPU time millis
480
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
480
Cross-validation details (10 times 10-fold Crossvalidation)