Run
441004

Run 441004

Task 4591 (Supervised Classification) soybean Uploaded 16-05-2015 by Joaquin Vanschoren
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Flow

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

22 Evaluation measures

Area under ROC curve
0.997
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9738
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8849
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
5195.8341
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0581
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2339
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6830
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9743
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9745
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.573
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9745
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2486
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1393
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.408
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
945.6228
UserCPU time millis
110
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10 times 10-fold Crossvalidation)