Run
947

Run 947

Task 77 (Learning Curve) mfeat-morphological Uploaded 08-04-2014 by Jan van Rijn
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.9344 ± 0.0099
Per class
F measure
0.6922 ± 0.0278
Per class
Kappa
0.6587 ± 0.031
KB relative information score
0.7203 ± 0.0205
Mean absolute error
0.0684 ± 0.0038
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.6927 ± 0.0284
Per class
Predictive accuracy
0.6929 ± 0.0279
Prior entropy
3.3219
Recall
0.6929 ± 0.0279
Per class
Relative absolute error
0.38 ± 0.0212
Root mean prior squared error
0.3
Root mean squared error
0.208 ± 0.0081
Root relative squared error
0.6933 ± 0.027
SciMark benchmark
882.3799