Run
259205

Run 259205

Task 258 (Supervised Classification) optdigits Uploaded 05-03-2015 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
0.9223
Per class
Cross-validation details (33% Holdout set)
F measure
0.8602
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8447
Cross-validation details (33% Holdout set)
KB relative information score
1583.101
Cross-validation details (33% Holdout set)
Mean absolute error
0.0279
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8608
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8603
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.8603
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1552
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1672
Cross-validation details (33% Holdout set)
Root relative squared error
0.5572
Cross-validation details (33% Holdout set)
SciMark benchmark
1316.8289
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
Cross-validation details (33% Holdout set)
UserCPU time millis training
30
Cross-validation details (33% Holdout set)