Run
298172

Run 298172

Task 87 (Learning Curve) optdigits 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
0.9767 ± 0.0046
Per class
F measure
0.9581 ± 0.0084
Per class
Kappa
0.9534 ± 0.0093
KB relative information score
0.9562 ± 0.0087
Mean absolute error
0.0084 ± 0.0017
Mean prior absolute error
0.18 ± 0
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9582 ± 0.0083
Per class
Predictive accuracy
0.9581 ± 0.0084
Prior entropy
3.3218 ± 0.0001
Recall
0.9581 ± 0.0084
Per class
Relative absolute error
0.0466 ± 0.0093
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0916 ± 0.0093
Root relative squared error
0.3052 ± 0.0309
SciMark benchmark
1318.3496
UserCPU time millis
49060
UserCPU time millis testing
210
UserCPU time millis training
48850