Run
264824

Run 264824

Task 4413 (Supervised Classification) house_8L 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
0.8121
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8637
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6644
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
150536.2525
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1314
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
227840
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8672
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8686
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8686
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3153
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3625
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7941
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1340.4336
UserCPU time millis
68270
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1160
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
67110
Cross-validation details (10 times 10-fold Crossvalidation)