Run
222823

Run 222823

Task 1891 (Supervised Classification) balance-scale Uploaded 01-03-2015 by Jan van Rijn
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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
0.93
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9107
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8605
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
5053.7536
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0511
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6250
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
0.922
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9234
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9234
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1345
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.226
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5189
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1339.4189
UserCPU time millis
200
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10 times 10-fold Crossvalidation)