Run
236153

Run 236153

Task 266 (Supervised Classification) segment Uploaded 02-03-2015 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
0.9485
Per class
Cross-validation details (33% Holdout set)
F measure
0.9111
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8973
Cross-validation details (33% Holdout set)
KB relative information score
689.6924
Cross-validation details (33% Holdout set)
Mean absolute error
0.0251
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2449
Cross-validation details (33% Holdout set)
Number of instances
762
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.913
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9121
Cross-validation details (33% Holdout set)
Prior entropy
2.8074
Cross-validation details (33% Holdout set)
Recall
0.9121
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1026
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3499
Cross-validation details (33% Holdout set)
Root mean squared error
0.1585
Cross-validation details (33% Holdout set)
Root relative squared error
0.4529
Cross-validation details (33% Holdout set)
SciMark benchmark
932.0242
UserCPU time millis
10
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
Cross-validation details (33% Holdout set)