DEVELOPMENT... OpenML
Run
21297

Run 21297

Task 41 (Supervised Classification) soybean Uploaded 18-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_RandomForest(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_RandomForest(1)_C3
weka.MultiBoostAB_RandomForest(1)_I20
weka.MultiBoostAB_RandomForest(1)_P100
weka.MultiBoostAB_RandomForest(1)_S1
weka.MultiBoostAB_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9728
Per class
F measure
0.9352
Per class
Kappa
0.9293
KB relative information score
637.9553
Mean absolute error
0.0069
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9365
Per class
Predictive accuracy
0.9356
Prior entropy
3.8572
Recall
0.9356
Per class
Relative absolute error
0.0714
Root mean prior squared error
0.2191
Root mean squared error
0.0818
Root relative squared error
0.3732
SciMark benchmark
930.8981[568.8977980041394992.5084002640265457.10593208272644903.32186243855711732.6564105837974]