Run
262012

Run 262012

Task 22 (Supervised Classification) mfeat-zernike 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
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7313
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1489.6703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0488
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7163
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7364
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.2094
UserCPU time millis
91250
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
91070
Cross-validation details (10-fold Crossvalidation)