Run
262695

Run 262695

Task 4571 (Supervised Classification) primary-tumor 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
0.7459
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8385
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5474
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1846.0706
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1516
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3735
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3390
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
0.842
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8484
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8101
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8484
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4059
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4317
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3894
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9019
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1316.8289
UserCPU time millis
230
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
220
Cross-validation details (10 times 10-fold Crossvalidation)