Run
25149

Run 25149

Task 65 (Learning Curve) arrhythmia Uploaded 16-08-2014 by Jan van Rijn
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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.

19 Evaluation measures

Area under ROC curve
0.8805 ± 0.0358
Per class
Build CPU time
0.2114
Build memory
394227619.4971
Kappa
0.4344 ± 0.0862
KB relative information score
0.4112 ± 0.038
Mean absolute error
0.0632 ± 0.0022
Mean prior absolute error
0.0855 ± 0.0007
Number of instances
4520
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Predictive accuracy
0.6861 ± 0.0398
Prior entropy
2.4124 ± 0.056
Recall
0.6861 ± 0.0398
Per class
Relative absolute error
0.7385 ± 0.0247
Root mean prior squared error
0.2055 ± 0.0018
Root mean squared error
0.1677 ± 0.0058
Root relative squared error
0.8163 ± 0.0274
SciMark benchmark
1130.4587[678.6928736605593986.4116168953691528.0264800413097967.67815565222352491.4842846401793]