Run
54993

Run 54993

Task 1740 (Learning Curve) soybean Uploaded 10-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.RandomTree(2)Weka implementation of RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9284 ± 0.0275
Per class
Build CPU time
0.0024
Build memory
412966505.6
F measure
0.8597 ± 0.0205
Per class
Kappa
0.8458 ± 0.0471
KB relative information score
0.8486 ± 0.0558
Mean absolute error
0.0174 ± 0.0042
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8644 ± 0.0164
Per class
Predictive accuracy
0.8594 ± 0.0429
Prior entropy
3.8358 ± 0.0227
Recall
0.8594 ± 0.0429
Per class
Relative absolute error
0.1806 ± 0.044
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.1206 ± 0.0183
Root relative squared error
0.5505 ± 0.0838
SciMark benchmark
1606.2579