Run
240512

Run 240512

Task 258 (Supervised Classification) optdigits Uploaded 02-03-2015 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
0.976
Per class
Cross-validation details (33% Holdout set)
F measure
0.9568
Per class
Cross-validation details (33% Holdout set)
Kappa
0.952
Cross-validation details (33% Holdout set)
KB relative information score
1770.4596
Cross-validation details (33% Holdout set)
Mean absolute error
0.0086
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9569
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9569
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.9569
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0479
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.0929
Cross-validation details (33% Holdout set)
Root relative squared error
0.3097
Cross-validation details (33% Holdout set)
SciMark benchmark
1334.8272
UserCPU time millis
54720
Cross-validation details (33% Holdout set)
UserCPU time millis testing
240
Cross-validation details (33% Holdout set)
UserCPU time millis training
54480
Cross-validation details (33% Holdout set)