Run
220689

Run 220689

Task 2939 (Supervised Classification) satimage 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
0.9024
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8391
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8007
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
51979.5351
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0538
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
64300
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
0.8399
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8385
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8385
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1993
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.232
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6314
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
876.0664
UserCPU time millis
30
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
20
Cross-validation details (10 times 10-fold Crossvalidation)