Run
297059

Run 297059

Task 86 (Learning Curve) colic 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
0.8164 ± 0.0687
Per class
F measure
0.8406 ± 0.0592
Per class
Kappa
0.6537 ± 0.1289
KB relative information score
0.6546 ± 0.1216
Mean absolute error
0.1563 ± 0.0551
Mean prior absolute error
0.4662 ± 0.0029
Number of instances
3680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8435 ± 0.0557
Per class
Predictive accuracy
0.8438 ± 0.0551
Prior entropy
0.9503 ± 0.0087
Recall
0.8438 ± 0.0551
Per class
Relative absolute error
0.3352 ± 0.1181
Root mean prior squared error
0.4827 ± 0.0031
Root mean squared error
0.3953 ± 0.0731
Root relative squared error
0.8189 ± 0.1511
SciMark benchmark
1358.6902
UserCPU time millis
390
UserCPU time millis testing
10
UserCPU time millis training
380