Run
297073

Run 297073

Task 98 (Learning Curve) sonar 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
0.7846 ± 0.0863
Per class
F measure
0.7866 ± 0.0877
Per class
Kappa
0.5708 ± 0.1717
KB relative information score
0.5713 ± 0.172
Mean absolute error
0.213 ± 0.0855
Mean prior absolute error
0.4978 ± 0.0015
Number of instances
2080
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7869 ± 0.0849
Per class
Predictive accuracy
0.787 ± 0.0855
Prior entropy
0.9967 ± 0.0043
Recall
0.787 ± 0.0855
Per class
Relative absolute error
0.4279 ± 0.1717
Root mean prior squared error
0.4989 ± 0.0015
Root mean squared error
0.4615 ± 0.1012
Root relative squared error
0.9251 ± 0.2026
SciMark benchmark
1334.8658
UserCPU time millis
500
UserCPU time millis training
500