Run
262040

Run 262040

Task 4186 (Supervised Classification) isolet Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.BFTree(3)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(3)_PPOSTPRUNED
weka.BFTree(3)_M2
weka.BFTree(3)_N5
weka.BFTree(3)_Ctrue
weka.BFTree(3)_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
0.9288
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8224
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8154
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
63493.4678
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0163
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
77970
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
0.8235
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8225
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8225
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2204
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.112
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5826
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1316.8289
UserCPU time millis
139830
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
139800
Cross-validation details (10 times 10-fold Crossvalidation)