Run
262004

Run 262004

Task 235 (Supervised Classification) arrhythmia Uploaded 05-03-2015 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
0.5975
Per class
Cross-validation details (33% Holdout set)
F measure
0.4963
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2482
Cross-validation details (33% Holdout set)
KB relative information score
45.1539
Cross-validation details (33% Holdout set)
Mean absolute error
0.0512
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0878
Cross-validation details (33% Holdout set)
Number of instances
149
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.601
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5906
Cross-validation details (33% Holdout set)
Prior entropy
2.5222
Cross-validation details (33% Holdout set)
Recall
0.5906
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5826
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.211
Cross-validation details (33% Holdout set)
Root mean squared error
0.2262
Cross-validation details (33% Holdout set)
Root relative squared error
1.072
Cross-validation details (33% Holdout set)
SciMark benchmark
939.5205
UserCPU time millis
185310
Cross-validation details (33% Holdout set)
UserCPU time millis testing
30
Cross-validation details (33% Holdout set)
UserCPU time millis training
185280
Cross-validation details (33% Holdout set)