DEVELOPMENT... OpenML
Run
103803

Run 103803

Task 18 (Supervised Classification) mfeat-morphological Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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.

21 Evaluation measures

Area under ROC curve
0.9524
Per class
Build CPU time
0.7866
Build memory
598581612.8
F measure
0.6997
Per class
Kappa
0.6672
KB relative information score
1457.9912
Mean absolute error
0.0683
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6999
Per class
Predictive accuracy
0.7005
Prior entropy
3.3219
Recall
0.7005
Per class
Relative absolute error
0.3792
Root mean prior squared error
0.3
Root mean squared error
0.2019
Root relative squared error
0.6731
SciMark benchmark
875.7999