DEVELOPMENT... OpenML
Run
9656

Run 9656

Task 47 (Supervised Classification) tae Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomSubSpace_REPTree(1)Tin Kam Ho (1998). The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(8):832-844. URL http://citeseer.ist.psu.edu/ho98random.html.
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001
weka.RandomSubSpace_REPTree(1)_I10
weka.RandomSubSpace_REPTree(1)_P0.5
weka.RandomSubSpace_REPTree(1)_S1
weka.RandomSubSpace_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.RandomSubSpace_REPTree(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
0.7
Per class
F measure
0.4963
Per class
Kappa
0.2446
KB relative information score
25.8511
Mean absolute error
0.3989
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4963
Per class
Predictive accuracy
0.4967
Prior entropy
1.5845
Recall
0.4967
Per class
Relative absolute error
0.8977
Root mean prior squared error
0.4713
Root mean squared error
0.4438
Root relative squared error
0.9416
SciMark benchmark
920.0248[561.2099798973987885.1423828577847483.0147548568529912.43998791392861758.3171307218695]