Run
220677

Run 220677

Task 2120 (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
0.8953
Per class
Cross-validation details (33% Holdout set)
F measure
0.8277
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7859
Cross-validation details (33% Holdout set)
KB relative information score
1685.8366
Cross-validation details (33% Holdout set)
Mean absolute error
0.0578
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.27
Cross-validation details (33% Holdout set)
Number of instances
2121
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
0.8292
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8265
Cross-validation details (33% Holdout set)
Prior entropy
2.4836
Cross-validation details (33% Holdout set)
Recall
0.8265
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2142
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3674
Cross-validation details (33% Holdout set)
Root mean squared error
0.2405
Cross-validation details (33% Holdout set)
Root relative squared error
0.6546
Cross-validation details (33% Holdout set)
SciMark benchmark
912.7324
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
40
Cross-validation details (33% Holdout set)