Run
297053

Run 297053

Task 74 (Learning Curve) breast-w Uploaded 17-03-2015 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
0.9714 ± 0.0206
Per class
F measure
0.97 ± 0.0207
Per class
Kappa
0.9338 ± 0.0452
KB relative information score
0.9303 ± 0.0483
Mean absolute error
0.0302 ± 0.0209
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9705 ± 0.0195
Per class
Predictive accuracy
0.9698 ± 0.0209
Prior entropy
0.9293 ± 0.0041
Recall
0.9698 ± 0.0209
Per class
Relative absolute error
0.0668 ± 0.0463
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1737 ± 0.0772
Root relative squared error
0.3655 ± 0.1623
SciMark benchmark
1341.6606
UserCPU time millis
120
UserCPU time millis training
120