Run
297057

Run 297057

Task 80 (Learning Curve) car 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
0.9774 ± 0.0098
Per class
F measure
0.9681 ± 0.012
Per class
Kappa
0.9306 ± 0.0256
KB relative information score
0.9203 ± 0.0318
Mean absolute error
0.0161 ± 0.006
Mean prior absolute error
0.229 ± 0.0006
Number of instances
17280
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9693 ± 0.0106
Per class
Predictive accuracy
0.9678 ± 0.0121
Prior entropy
1.2058 ± 0.0089
Recall
0.9678 ± 0.0121
Per class
Relative absolute error
0.0704 ± 0.0263
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.127 ± 0.027
Root relative squared error
0.3755 ± 0.0799
SciMark benchmark
1383.5029
UserCPU time millis
1020
UserCPU time millis testing
10
UserCPU time millis training
1010