Run
220912

Run 220912

Task 4223 (Supervised Classification) tr45.wc Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.ExtraTree(1)Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.
weka.ExtraTree(1)_K-1
weka.ExtraTree(1)_N-1
weka.ExtraTree(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
0.7691
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5973
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5346
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3780.9007
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0797
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5949
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6013
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6013
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4635
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2824
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9631
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
912.5006
UserCPU time millis
2260
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2260
Cross-validation details (10 times 10-fold Crossvalidation)