Run
240546

Run 240546

Task 3508 (Supervised Classification) UNIX_user_data 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
0.6789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3427.3998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1882
Cross-validation details (10-fold Crossvalidation)
Number of instances
9100
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9289
Cross-validation details (10-fold Crossvalidation)
Recall
0.5036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3067
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1344.7246
UserCPU time millis
22760
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
22710
Cross-validation details (10-fold Crossvalidation)