Run
240610

Run 240610

Task 3910 (Supervised Classification) ar3 Uploaded 02-03-2015 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
0.7409
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.2784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0794
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2303
Cross-validation details (10-fold Crossvalidation)
Number of instances
63
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5802
Cross-validation details (10-fold Crossvalidation)
Recall
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8456
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.8495
UserCPU time millis
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
210
Cross-validation details (10-fold Crossvalidation)